Décompositions de graphes et algorithmes efficaces
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Transcript of Décompositions de graphes et algorithmes efficaces
HAL Id: tel-01752468https://hal.univ-lorraine.fr/tel-01752468
Submitted on 29 Mar 2018
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Décompositions de graphes et algorithmes efficacesMichaël Rao
To cite this version:Michaël Rao. Décompositions de graphes et algorithmes efficaces. Autre [cs.OH]. Université PaulVerlaine - Metz, 2006. Français. NNT : 2006METZ007S. tel-01752468
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Ce document est le fruit d'un long travail approuvé par le jury de soutenance et mis à disposition de l'ensemble de la communauté universitaire élargie. Il est soumis à la propriété intellectuelle de l'auteur. Ceci implique une obligation de citation et de référencement lors de l’utilisation de ce document. D'autre part, toute contrefaçon, plagiat, reproduction illicite encourt une poursuite pénale. Contact : [email protected]
LIENS Code de la Propriété Intellectuelle. articles L 122. 4 Code de la Propriété Intellectuelle. articles L 335.2- L 335.10 http://www.cfcopies.com/V2/leg/leg_droi.php http://www.culture.gouv.fr/culture/infos-pratiques/droits/protection.htm
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ë G2 = (V2, E2, lab2)8 ýZ> `òLG k @+ -Ãý ;h@ë ût
S ⊆ 1, . . . , k2G1×SG2
'þ ~`Ëò«LGE,-Ãý (V,E, lab) þB-Ãý V = V1∪V2h
E = E1 ∪ E2 ∪u, v : u ∈ V1, v ∈ V2
ë (lab1(u), lab2(v)) ∈ S
ëjÝûËýqûËý u ∈ V hlab(u) =
lab1(u) u ∈ V1
lab2(u) u ∈ V2
gûT R : 1, . . . , k → 1, . . . , k G = (V,E, lab)
<jþ ûË ρR(G) = (V,E, lab′) þ-Ãý lab′(u) = R(lab(u)) hÝûËý ûËý u ∈ V
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fiX η1,3
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8 2 Ý ý ¸ò2-Ãý þ òE þM ýL85 Æþ ÿ ûËÝ ò¶+ û ρ 8^þ òþò`Ë ýNfiX þlÿ ûËÝ ò«+ ûË ρ
8'þòjþ òE` ý!8.2þM -Ký i@ÿ ûËÝ ò«+ ûË × CûýYþ 'Ëþ 8Yþlÿ ûBò«E ûË ⊕ ë η $OO k @> ûË ÝûËý'þòÆþò`Ë ýN8 2 þM -Ãý[Ý ýN8ûËL2*$[üMòT2C þ ( ò«üPûË2O[ > ûËÝûËýþòqþ òE` ýf iXhQò ;2 þ $( û ~8 ÿ E,-Ãý i@ÿ 0Ë ÿ à\`Ë òþtKòT h(OòT ûË Ý ý2ûËýL Æý 2k @È > E ûË BûËý þòþò«E`Ëý.8I2 þ,-Ãýa.ò«+ .8 ÿ ý k @> ûËÝûËý þò.þ òE`Ëý f i5 0 ÃÖkâ1K× 2 ! 2 3 1 9;LK&1¶êRï
GKî ç-/íB86M1¶çé
NLC-wd(G) ≤ cwd(G)íëï
cwd(G) ≤2× NLC-wd(G)
8L ò -Ãý.8 ýZ>òòE?'ë58.`Ëò«LG p q ûË Ù¿ÚM×6Ú99 ÚMâKÙ ÿ þK>Z N8 ýZ>;üPûËL2ë+ û
f h 8 N 8ò N hF þ þ -Ãý$ÝûËý^ûËýI`ËòLG G h p(G) ≤ f(q(G)) q(G) ≤ h(p(G))
Fût 5üMòT2C þ O>-Kýþò$þò«E ûË 8 E þM ýL8j ^ý þò«E ûË 8 ÿ (-ÃýL «òþ L2 iHò$þò`Ë ý82þM -Ký[Yþò þò`Ë ýNfiXsûÃ.8ûËL28 ýZ>¸òò.?'ë q, þò' Y[ ÿ òqþ (2¿ò«.8^þ òþò«E`Ëý 8I2 þ,-Ãýa8 þ ò.þò`Ë ýqò"ÝûËE2 0 ÃÖkâ1K× 2 2 3 /5, :87 ;[hK&1¶êRï
GKî ç-/íO86M1¶çé
cwd(G) ≤ 3× 2twd(G)−1 gût G = (V,E) ý)`Ëò«LG i kâ Ø 4Þ ÚlÜ8ÚMÞ8KÜ8 8 G 5þ `ËòLG (V ∪E,R) hû
v, e ∈ R E v ∈ V h e ∈ E v ýa >K 98 e DÈþ û I(G) iaþ ? [ýL«ò
ûË -Kýaþò`Ë ýYò"ÝûË E2 98Fÿ ý `ËòLG[ þ òþò`Ë ýN892þM,-Ãý 8ý)`ËòLG98 ÿ 2;M8 L2ûÃ(8ýZ> òò. ' , þò' ð × × 2 2
cwd(I(G)) ≤ 3× 2twd(G)−1 íëï twd(G) ≤ 6× cwd(I(G))− 1
èS=1¶îéëïMç-ïlê 1¶îb sò' -Ãý4þ ò þ òE`Ëý ò"ÝûË E2 F8ý `òLGF8 ÿ 2;M8 L2F8 ÿ ý `òLGG $C`òþ =þò4þ òE` ý.ò«"ÝûËE2 8 G i![ )E0 ûËL2 G $ý `òLG 8 þò«E`Ëýò2BûË 2 òý þ ý k hTòþ ûËÆþò&þ òE` ýI8 2 þM -Ãý 8¸û `Ëò«LG=8Fÿ L2;8 L2 I(G) .òýþ ý 3× 2k−1
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^) nOR
h] f S TeUmU Qz] T a ^ Y QW f αw(Gh) =
∑r
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)^
0 nORh] f S TVU U Qz] T a OFQR+S G∗
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h)
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$ nORh] f S TeU ] ] T R ]_^Y QW f Sw(Gh) = vh
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h] f S TeUmU Qz] T a ^ Y QW f Sw(Gh) =
⋃ri=1 Sw(Ghi
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0 nORh] f S TVU U Qz] T a OFQR+S G∗
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V ∗h = v1, . . . , vr
][S S]& k T ] vi f QR+S ] f Q `;` ][SjW ]ZW4 f ] U S YXSNR a T ` Qba T ] Vhi
nOFQR+Sw∗ : V ∗ → N TVU ] Q U 2[SNR Q U aV] Z QRa f S]& ]tk T ] w∗(vi) = αw(Ghi
) OFQR+S
S∗ TVU ] Uhf ] `ji ]f S Y i ]naV]Z QRa fc` Y 1 R `;TV` aV]
G∗ YX]32 Y Q U 2[SNR Q U aV]Z Q U a,4[WYXSR Q U w∗ ?l QW f Sw(Gh) =⋃i:vi∈S∗ Sw(Ghi
)
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OP`i R~W¤R¾¡£¸ ZR~ ´ RXTÏ|¡ÏYS[]_^`P acoedg`h`iG = (V,E)
eyi )^`P`iD¤tPmftP [`izg~t>[jkw :
V → NiKkum,^`Ppr^jsmf ¶3iKP`koiKprq`s>i
C = 〈V1, . . . , Vk〉[]_iKP`koiKprq`s>iKk,knmÌedq`silkN[`i
G moils¾^`iIg~t^`cÒmftd^jmv ∈ V |〈V ′ ∈ C : v ∈ V ′〉| ≥ w(v) µiÑR~Q¹X¡Y »X¡R~QS£j UVY ´ R~XTXÏ¡Ï[U]^`P¦acfedgjh`i
Geyi ^jP`ic¤tPmf>tdPz[`i1g~t>[`kw
ilknms±erg`s^`kÐg~iKmomfimÌeds>s>i[U]^`P`i Kts>tcoemftPg~tP`[jlcoKi1[`iG
iKmw
sNkoilcoeP`tdmoχw(G) OPji R~WZR¾¡£j ¤R~ ´ RXTÏ|¡ÏY Q.XZQ¦VXQ [`i
(G,w)ilknmr^`Pji ltds>tcoemftP
g~tP`[`Kcoli)[`i(G,w)
e ydib)^`P P`tpCq`coibpw>P`pr^`p [`i'Kt^`s>iK^`cok Ë P edg`g~ilss>ilcoelaeds>iKpviKPmr^`P`iltds>tcoemftP)gtPj[`lculiCpw>Pj>pr^`p8[`i
Geydibt¤tPhKmftP©[`iCg~t>[jk
w^`P`isltstcfemo>tP)pw>P`pr^`p [`i
(G,w) OPji ´ £j¡ ¤ ¤R~Y| W. UVY¸® ´ RXTÏ|¡ÏYS[ji(G,w)
ilkumr^`P`iDKts>tcoemftP¦gtPj[`lculiz[`i(G,w) Ë P)P`tdmoilcoeÑg`edc
κw(G) = χw(G) R~WZR¾¡£j ¤R~ ´ R~@TÏ¡Ï|Y¼Q.XZQ¦VXQ !nR ´ ZQZ®l£j ¤R~9- 4 % -`^`P©acoedg`h`i
Gim4^`P`i ¤tPmf>tdP©[jig~t[`k
w : V → N ()+3-¦`^jP`i ltstcfemo>tPpvP`>pr^jp8[`i(G,w)
ÕY¸QSQSY JFLJ FL \ ^" 0 OFQR+Sh TVU U Qz] T a'aV] 8 YXW i W ]taV];a,432_Q ` Z Q f R+SR Q Um` Qba T YXR+W_]_^ ][S
f QR+S h1, . . . , hr f ] f f f R h ] f S TeUmU Qz] T a R U S][W U ]$ nOR
h] f S TeU ] ] T R ]_^Y QW f χw(Gh) = w(vh)
^) nOR
h] f S TeUmU Qz] T a ^ Y QW f χw(Gh) = maxi∈1,...,r χw(Ghi
)^
+ nORh] f S TeUmU Qz] T a ^/Y QW f χw(Gh) =
∑r
i=1 χw(Ghi)^
7% N V!,% ! "!$#%
0 nORh] f S TVU U Qz] T a OFQR+S G∗
h = (V ∗, E∗) ] WY[Z \ ] 2$YXW$Y,2[S.4[W8R f SNRk T ]CaV] h ^ YX]32
V ∗ = v1, . . . , vr][S/S]& k T ] vi f QR+S ] f Q `;` ][SPW ]ZW4 f ] U SYXSR ta Tq` Qba T ] Vhi
OFQR+Sw∗ :
V ∗ → N TVU ] Q U 2[SR Q U aV] Z QRa f S]& ] k T ] w∗(vi) = χw(Ghi),l QW f χw(Gh) = χw∗(G∗
h)
zY|QS£`¡UVYL 8 Y[Z7Z R 2$YXSR Q U a T ] `;` ] ) ) f[T W ] 2_Q ` Z 4 ` ] U SYXR+W ]ra T WY[Z \ ] U Q T7f aVQ U U ]aXR+W ]32[S] ` ] U S ] f f Q T7f[g ZW Q i ' ` ] f @ W4 f Q T aXW_] Z Q T W ]/ZW Q i ' ` ] +%(6- $%1)- 4
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() -#- ^``[`iKpeP`[`i<g~t^`câ^`PÑacoedg`h`iG
iKmâ^`Pk ∈ N
koG
gtdkok$K[`i^`P\ilPjkoilpCq`s>i<[`tdpvPedPmltdP`P`i É iÑ[`irmfed>ss>ied^g`s>^`k
k iKkum !º¶Ktpwg`s>im\¨_° ³dª¬ Ë Pg~il^jmcuilpvedco^`iKc1^`irmft^¸macfedgjh`iltdP`P`i É ie\^`PÊiKP`koiKprq`si[jtpvPedPm KtP`P`i É i Õtd ls±eCyiKcoku>tP©[U]tgjmfpvkfemo>tPv[`^©g`cotqjs lpwi\1X®lY|Q¹ºW¤YTR~QZX£~ R~XXYεY !uR ´ ZQZ®l£j ¤R~9- 4 % -`^`P©acoedg`h`i
G = (V,E) ()+3-)mÌeds>s>ixpvP`>pC^`p [U]_^jPwiKP`koiKprq`si4[jtpvPedPm KtP`P`i É i4[`iG +∞ kl]>s`P]_iKPvg~tkokl[`igek
Ë PzP`tdmoiIgedcγ/(G)
s>emfed>ss>i<[U]^`Pzg`s^`kNgimfmxilPjkoilpCq`s>i[`tpw>PedPm ltdP`P`i É i1[`iG µiKkÐkot^jkn¶
g`cutq`s KpviKk\culkotd^`[`coi)ku^`crsà]_edcuq`coiz[jiz[`bKtpwgtkumo>tPpvt|[`^`s>ed>cuivkutPm\[`tP`Pjlk\gedcCs>izsilpwpviko^jyedPm ÕY¸QSQSYoJFLJ6FL OFQR+S
h TVU U Qz] T amaV] 8 YXW i W ] aV] a,432_Q ` Z Q f R+SR Q U ` Qba T YXR+W_]_^ ][S f QR+S h1, . . . , hrf ] f f f R h ] f S TeUmU Qz] T a R U S][W U ]$ nOR
h] f S TeU ] ] T R ]_^Y QW f γ (Gh) = 1
^) nOR
h] f S TeUmU Qz] T a ^ Y QW f γ (Gh) = +∞
^+ nOR
h] f S TVU U Qz] T a ^cY QW fCf8 R] 1 R f S] i ∈ 1, . . . , r S]&dk T ] Ghi
YXR+S TeUKf Q `;` ][SaVQ ` R U Y U S+^Y QW f γ (Gh) = 1
^ f R U Q U γ (Gh) = 2^
0 nORh] f S TVU U Qz] T a ^ Y QW f γ (Gh) = γ (G∗
h)^ Q
G∗h = (V ∗, E∗)
] f S ] WY[Z \ ]2$YXWY,2[S.4[W[R f SRk T ]saV] h 4 ` Q Uhf SWYXSNR Q U µilkwe *wcopvemftP`k im kutPmÑ>pwpvK[`±emfilk Ë P ku^`g`g~tkoi)[`tPhb|^ji
hilknm
tm D∗ ^`P ilP`kuilprq`sib[`tpw>PePmtltPjP`i É i)[`iG∗
h Ë P KtP`knmfco^jm\s.]_iKP`koiKprq`s>iD
ilPg`cuilPedPm^`PkotdpvpwiKm1[ji
Vhi
gt^jcImft^jk1s>ilk1kutpwpvimfkvi
[edP`kD∗ F stcok
|D| = |D∗| Í tpwpviD∗ ilknm KtP`P`i É iimg~tkuk$l[jiCed^)pwt>Pjk
2kotpwpvimfk D [`tpw>P`iImot^jm4s>i1adcfedg`hji
Gh PyilcukoiKpviKPm kotm D iKkum1^jP¼ilP`kuilprqjs>ir[`tdpvPedPmI[ji
Gh iKm%kotmD∗ s.]_iKP`koiKprq`siC[`iKk
vi
mfils^`i
D ∩ Vhi6= ∅ stcok
|D∗| ≤ |D| ¾Í tpwpvi Ìhe|^jiCkotdpvpwiKm<iKkum[`tpw>P`1[`edP`kGh
gedcD ku
D ∩ Vhj= ∅ edstcokx>s~i É >knmfi
kmoils^`i
vj, vk ∈ E(G∗h)
iKmD ∩ Vhk
6= ∅ t^jmÐkotpwpvimÐ[`iG∗
hkoiKcfeÑ[`tP[`tdpvP`%gedc^`P©kotdpvpwiKm<[`edP`kD∗
Ë Prytmâ^`iÐ[eP`kli ledk s>ixkot^`k5¶3g`cutq`slpwiÐIculkotd^`[`coi<ku^`câsilkºadcfedg`hjilkledcfeXmfKco>knmf|^jilkâ[`iKkP`t|il^`[jk4gjcoilpw>iKcok<iKkums>i1g`cutq`s KpviItcoa>Pes µigjcotq`slpwi1ko^`yedPmilkumlaeds>iKpviKPm !º¶Ktpvgjs>iKm
"!$#%
CW. UVYTR~QZX£~ Y !uR ´ ZQ.®K£j ¤R- 4 % -`^`P©acoedg`h`i
G = (V,E) ()+3-¦jmfed>ss>ipvP`>pr^jp []_^`PjisKs>>^`i1[jtpvPedPmfiI[`iG +∞
kl]>sPU]_iKPÊg~tkuk$l[jigek Ë PSP`tdmoivg`edc
γ /5Ù (G)s±ezmÌeds>sir[`iws±ebg`s>^jkg~iKmomfi Ks>>^`iÑ[`tdpvPedPmfi\[`i
G Ë PeÊsiÑs>ilpwpwiko^jyedPm s>erg`coiK^jyiilknmku>pw>s>ed>cuiI\s±e\g`cuil^jydigjcobKl[`iKPmfi ÕY¸QSQSYoJFLv 2L OFQR+S
h TVU U Qz] T amaV] 8 YXW i W ] aV] a,432_Q ` Z Q f R+SR Q U ` Qba T YXR+W_]_^ ][S f QR+S h1, . . . , hrf ] f f f R h ] f S TeUmU Qz] T a R U S][W U ]$ nOR
h] f S TeU ] ] T R ]_^Y QW f γ (Gh) = 1
^) nOR
h] f S TeUmU Qz] T a ^ Y QW f γ (Gh) = +∞
^+ nOR
h] f S TVU U Qz] T a ^cY QW fCf8 R] 1 R f S] i ∈ 1, . . . , r S]&dk T ] Ghi
YXR+S TeUKf Q `;` ][SaVQ ` R U Y U S+^Y QW f γ (Gh) = 1
^ f R U Q U γ (Gh) = 2^
0 nORh] f S TeUmU Qz] T a ^ Y QW f γ (Gh) = γ (G∗
h)^/Q
G∗h = (V ∗, E∗)
] f S ] WY[Z \ ]2$YXWY,2[S.4[W[R f SRk T ]saV] h 1X®lY|Q¹ºW¤Y® £`¹@WZYTXR~QZX£` !uR ´ ZQZ®l£j ¤R~9- 4 % -`^`P©acoedg`h`i
G = (V,E) ()+3-¦jmfed>ss>ipvP`>pr^jp []_^`P©ilPjkoilpCq`s>ikumfedq`si[jtpvPedPm<[`iG
Ë PP`tdmfiCgedcγ Ü (G)
s>ewmÌe>s>si[U]_^jP¦gjs>^`kgimfmIilP`kuilprqjs>ir[`tdpvPedPm KtP`P`i É iw[jiG µirg`cut¶
q`slpwi1ko^`ydePmiKkum4s±erydilcoku>tP©g~tP`[`Kcoli[`^©g`cutq`s Kpvi\1X®lY|Q¹ºW¤Y® £`¹@WZYTXR~QZX£` ´ RXTÏ|¡Ï !nR ´ ZQZ®l£j ¤R~9- 4 % -`^`P©acoedg`h`i
G = (V,E)im4^`P`i ¤tPmf>tdP©[jig~t[`k
wko^`c
V ()+3-¦`g~t[`k<pvP`>pC^`pγ Ü w(G)
[U]^`PÊiKP`koiKprq`siknmÌedqjs>i1[`tpw>P`edPm[`iG
ÕY¸QSQSYoJFLvM L OFQR+Sh TVU U Qz] T amaV] 8 YXW i W ] aV] a,432_Q ` Z Q f R+SR Q U ` Qba T YXR+W_]_^ ][S f QR+S h1, . . . , hrf ] f f f R h ] f S TeUmU Qz] T a R U S][W U ]
$ nORh] f S TeU ] ] T R ]_^Y QW f γ w(Gh) = w(vh)
^) nOR
h] f S TeUmU Qz] T a ^ Y QW f γ w(Gh) =
∑r
i=1 γ w(Ghi)^
+ nORh] f S TeUmU Qz] T a ^/Y QW f γ w(Gh) = mini∈1,...,r γ w(Ghi
)^
0 nORh] f S TVU U Qz] T a OFQR+S G∗
h = (V ∗, E∗) ] WY[Z \ ] 2$YXW$Y,2[S.4[W8R f SNRk T ]CaV] h ^ YX]32
V ∗ = v1, . . . , vr][S/S]& k T ] vi f QR+S ] f Q `;` ][SPW ]ZW4 f ] U SYXSR ta Tq` Qba T ] Vhi
OFQR+Sw∗ :
V ∗ → N TVU ]Q U 2[SNR Q U aV]Z QRa f S]& ] k T ] w∗(vi) = γ w(Ghi)Vl QW f γ w(Gh) = γ w∗(G∗
h)
!@t^jc P`c tP[`tPjP`is.]edsatcumfhjpvibg~t^`c - 45- *,$3- () tm G = (V,E)^`P
acoedg`h`i f : V → 1, 2^`PÊmf|^jiKmÌeai1[`ilk4kotdpvpwiKmok<[`i
VimD ⊆ V tm
a(v) =
2kuf(v) = 2
imvilknm4^`PÊkutpwpvim>kotds>%[`i
G[D] 1
ku>P`tP
7% N V!,% ! "!$#%
w(f,G,D) =∑
v∈D
a(v),
γ(f,G) = minD⊆V
w(f,G,D)t#
DilknmI^jP©iKP`koiKprq`siknmÌedqjs>i[`i
G ÕY¸QSQSYoJFLvJFL OFQR+S
h TVU U Qz] T amaV] 8 YXW i W ] aV] a,432_Q ` Z Q f R+SR Q U ` Qba T YXR+W_]_^ ][S f QR+S h1, . . . , hrf ] f f f R h ] f S TeUmU Qz] T a R U S][W U ]= OR
h] f S TeU ] ] T R ]_^Y QW f γ(Gh) = 1
= OR
h] f S TeUmU Qz] T a R U S][W U ] 4[SRk T ][S 4 ^ Y QW f γ(Gh) =
∑r
i=1 γ(Ghi)
= ORh] f S TeUKU Qz] T aR U S][W U ] 4[SRk T ][S.4 ^ Y QW fCf8 R] 1 R f S] TeU i ∈ 1, . . . , r S]&dk T ]
Ghi
YXR+S TVUqf Q `;` ][SPaVQ ` R U Y U S+^ Y QW f γ(Gh) = 1^ f R U Q U γ(Gh) = 2
= OR
h] f S TeU U Qz] T a R U S][W U ] 4[SNRk T ][S.4 cOFQR+S V (G∗
h) = v1, . . . , vr^t][S f QR+S f 8 4[SRk T ][S Y ] aV] fCf Q `;` ][S f aV] G∗
h
S]& k T ] f(vi) = 1 f R Ghi
Y TVUKf Q `;` ][S aVQ ` R U Y U S^ 2f R U Q U Fl QW f γ(Gh) = γ(f,G∗
h)
4 ` Q Uhf SWYXSNR Q U µilktdq`koiKcuyemftP`kwgtd^`cÑs>ilkwP`t|il^`[jkKmo>^`imflk ¦iKm SkutPm>pwpwl[`>emfiKk tm h ^`P P`t|il^j[ tm D∗ ^`P kut^`k5¶3ilPjkoilpCq`s>i¼[jtpvPedPmv[`i
G∗h
|^jpw>P`pvkoi
w(F,G∗h, D
∗) Ë PjKtP`knmfco^jmÒ^`PÑkut^`kn¶DilP`kuilprqjs>iD
[`iV (Gh)
[`i<s±eIpvedP`lcuiÐko^`yedPmfi vi ∈ D∗ iKm
f(vi) = 1 edstcoktP eutd^jmfiD
^`P kutpwpvimC[`tdpvPedPm[`iGhi
vi ∈ D∗ f(vi) = 2
imvi
e^`Pydt>ku>P¼[eP`kG∗
h[D∗] eds>tdcok4tPeut^jmoiC^`PkutpwpvimI[`i
Ghi
D È P Pku
vi ∈ D∗ f(vi) = 2iKmvi
P]eÑgedk<[`i1ydt>ku>P)[edP`kG∗
h[D∗] tdPÊe ut^jmfi1^jPÊkutpvpwiKm[ji
Ghi
im4^`PkotdpvpwiKm1[ji
Ghj
D t# j ∈ 1, . . . , r moilsÒ^`i
vi
iKmvj
kotilPmed[oe lilPmok[`edP`kG∗
h tdP¦koedm^U]^`PmfiKs
ji É >kumoi edc4s>iacfeg`h`iilkumIg`coiKpvilc silkum ZeXls>i1[`iytc^`i
|D| = w(f,G∗h, D
∗) iKm4^`iD
ilkum4^`P©ilPjkoilpCq`s>i[`tpw>P`edPm<[`iGh tP
γ(Gh) ≤ γ(f,G∗h) tm
D^`PÑilPjkoilpCq`s>i<[`tdpvPedPmºpw>Pj>pr^`p¯[ji
Gh tm i ∈ 1, . . . , r moilsj^`i D∩V (Ghi) 6=
∅ Ghi
ew^jPkotdpvpwiKm[`tdpvPedPm td^ÊkK]_sµi É >knmfij 6= i
mfils^`iD ∩ V (Ghj
) 6= ∅iKmvi, vj ∈
E(G∗h) edstcok |D ∩ V (Ghi
)| = 1 ko>PjtPtPg~t^`cocoedm ltPjkumfcu^`>cui\^`PilP`kuilprqjs>i\[`tpw>P`edPm%g`s^`kg~iKmfm^`i
D >P`tP |D ∩ V (Ghi)| = 2 tdP
w(f,G∗h, D
∗) = |D| t# D∗ iKkum4sà]ilPjkoilpCq`s>i1[`iKkvi g~t^`c<s>iKko^`iKs>k
D ∩ V (Ghi) 6= ∅ tP
γ(f,G∗h) ≤ γ(Gh)
µig`cutq`slpwi4^U]>s Zed^¸mxculkut^`[`cuiIko^jc,s>iKkÕacfedgjh`ilkxg`coiKpvilcokÕiKkumx[`tP^`P`i4alP`Kcfeds>koemftPÑ[`^g`cutq`s Kpvi ()#() pved>k>s@P`i\kl]_edam1gedk1[`i\koezyilcukotPgtPj[`lculi Ë Pg~il^jmcuilpvedco^`iKc^`i1[edPjk li ek tPbP]_iKkumgedk<tdq`s>aI[`i edsl^`silcÐsilk,yedsil^`cukÐgtd^`c,mftd^`k<s>iKkÐP`t|il^`[`k<[ji1sà]_edcoq`cui È PbiKiKm kos>i%acoedg`h`iIilkum/ltP`Pji É i silkÐkuil^`silk<>Pe¤tcopvemftP`kÕP` lilkukfedcoiKk<gt^jc/edsl^`silcxs±emfed>ss>i[U]^`P\[`iKkâg`s>^jkºg~iKmfmfk@ilP`kuilprq`silkâ[jtpvPedPmfkXkotdPmâs>ilk@>Ph¤tdcopvemftP`k[`i,s>ecoeXlP`i sà]Kmf^`iKmumfi,imÒs>iacoedg`h`i ledcfeXmfKco>knmf|^ji iKm gt^jc/Ìhed^`i sk<[`i1s±eCcoeXlP`i [`i1kfeytd>c<kos>i%kut^`kn¶Dacfeg`h`i1>Pj[`^`mgedcsi1pvt|[`^`si ltpwgtdcumfi1^jPÊkutpvpwiKm4[`tdpvPedPm ^`g~il^jmpmfcoimfcut^jydiKP©moilpwg`k
O(n+m) s>i©acfedgjh`i¼PU]ilknmbgedkDKtP`P`i É i s Ze^jmDleds K^`s>iKcvs>e¦mÌe>s>si)[U]_^jP [`ilkzgjs>^`kvgimfmokiKP`koiKprq`s>iKk[`tpw>P`edPmfk<[`i Ìhed^`inltdpvg~tkfePmoi ltPjP`i É i
"!$#%
/10 10 %¼MÕ= àE.EN91:
C»XY|QZAZXT@VX¤ 4 % -`^`P©acoedg`h`i
G = (V,E) - 4 ()A`^`iKsilkum4si1g`s>^`k<adcfedP`[kmfiKsµ^`i
Gedm<^jP
Pk
P`[`^`mÍ i)g`cotqjs lpwiziKkum !º¶Ktpwg`s>im cu ¤KcoilPhli¨° ¬,[edP`k©¨_° ³dª¬ Ë P P`tdmfi
ip(G)sizg`s^`k
acoedP`[kmfilsµ^`i
Gedm<^`P
Pk
>Pj[`^`m ÕY¸QSQSYoJFLvvFL OFQR+S
h TVU U Qz] T amaV] 8 YXW i W ] aV] a,432_Q ` Z Q f R+SR Q U ` Qba T YXR+W_]_^ ][S f QR+S h1, . . . , hrf ] f f f R h ] f S TeUmU Qz] T a R U S][W U ]= OR
h] f S TeU ] ] T R ]_^Y QW f ip(Gh) = 1
= OR
h] f S TeUmU Qz] T a R U S][W U ] 4[SRk T ][S 4 ^ Y QW f ip(Gh) = maxi∈1,...,r ip(Ghi
)
= ORh] f S TVUqU Qz] T a R U S][W U ]64[SNRk T ][S.4 ^Y QW fcf RZ Q T W SQ T S i ∈ 1, . . . , r ^ G(hi)
] f S2_Q ` Z ][S+^Y QW f ip(Gh) = 2^ f R U Q U ip(Gh) = max
(3, ip(Gh1), . . . , ip(Ghr
))
= ORh] f S TeUmU Qz] T a R U S][W U ] 4[SRk T ][S 4 ^ Y QW f
ip(Gh) = max(3, ip(G∗
h), ip(Gh1), . . . , ip(Ghr)).
egjcoil^¸yi4ilkumÕpvpwl[j±emoi edcÒsi<acfeg`h`iPk g~t^`c k ≥ 4 ilkumÕgjcoilpw>iKc iKmN[`tP<Pji<giK^jmNgedk
Kmocoi1[` ltpwg~tko1gecÐs±er[` ltpwg~tkomf>tdPzpvt|[`^`s>ed>cui[`^)acfedgjh`i µi1silpwpviP`t^`k<[`tdP`P`i1[`coibmfi ¶pwilPm^`PedsatcumfhjpvicobK^`coku,gt^jcnleds K^`s>iKc
ip(G)iKP^¸mf>s>koedPm1s±eb[` ltpwgtdkomo>tPpwt¸[j^`s±edcoi
[`iG
si1g`cotdq`s Kpvi\coKkot^j[`coiko^`csilk<acoedg`h`iKkpledcfe KmfKcokumf^`ilkilknm4s>i1g`cutq`s Kpvi1tdco>ad>Peds /10 10 N=@=â9 &NJ º=xH = #?¸=A
tmG = (V,E)
^`Pvacfeg`h`i OPvilP`kuilprqjs>iF ⊆ V
iKkumÐ^jP gtd^`c ]_]$a i Y,2 X][W8S] 1;f ][S kl]>s?ltPmfilPmed^©pvtP`kÐ^`P©kotdpvpwiKm<[jinÌh`ed^`isÓVls>i[`iG
µYY¸T¹X£ ¢~Y|¡ YÎ ®lY 4 % -`^`P©acoedg`h`i
G = (V,E) - 4 ()A`^`iKs>si1ilkum4s>e\mfed>ss>i[U]_^jP¥ [`i1mÌeds>s>ipvP`>pC^`pG[`iG
Í iÑg`cotqjs lpwiriKkum !º¶Ktpwg`s>im cu ¤lcuilPKi©¨° ³¬Ò[eP`kw¨° ³dª¬ Ë PP`tmfilcoeµ(G)
s±emfed>ss>i[U]^`PÑg`s>^jkÒgimfmÒ¥ [`i
G O4PÑilP`kuilprq`siV ′ ilknmÕ^`P`i R~V¢~Y¡ V¡YvTY®lR~QQY ®,ko`g~t^`câmot^jmoi
edcKmfiu, v ∈ E u ∈ V ′ t^
v ∈ V ′ Ë PP`tdmoiβ(G)
s±e)mÌeds>s>i\pw>Pj>pr^`p [U]^`P`iDKt^jyiKcumo^`coi[`ikotpwpvimfk[`i
G sXilknmcltdP`P^¼^`iβ(G) = n − α(G) ytcg`edci É ilpwg`s>iv¨° ³dª¬ Í edsl^`silc
β(G)coiy|>ilPm4[`tPh;leds K^`s>iKc
α(G) tmG = G′ G1 ... Gr
v1 ... vr eydib G′ = (V ′, E ′)
iKmgtd^`c1mft^jmi ∈ 1, . . . , r Gi = (Vi, Ei) imkotdm
f : V ′ → 1, 2, 3, 4^`Pbmf|^jiKmÌeai%[`iKkÐkotpwpwiKmfkx[`i
G′ edP`k/KiKmumfi1koi Kmo>tPbtP)eg`giKs>silcfeW¤Y ´ R~.TX®1[`i
fs±eryeds>iK^`c<ko^`yedPmfi\
w(f,G′, G1, . . . , Gr) =r∑
i=1
a(f(vi), Gi)
7% N V!,% ! "!$#%
t#G = (V,E)
im
a(e, G) =
µ(G)ko
e = 1,
β(G)ko
e = 2,
|V | − 1ko
e = 3,
|V |ko
e = 4
Ë PÊ[`m^U]_^jPÊmf>^`imÌedadif
iKkum¢`£`W.ZTXYvkl]>sUcuilkugi Kmfis>iKk ltP`[jmftP`kÐku^`yedPmoilkÇ s.]_iKP`koiKprq`s>i1[jilk4kotpwpvimfk<mf>^`imfKk
4¤tcupviKPm^`P©¥ [`i
G′ Ç kuµ^`PÊkutpwpvim<ilknmImf>^`imf1 eds>tcukÐmft^jk4kuilk<ytd>koP`kkotPm4Kmo>^`imflk
4 Ç kuº^`PkutpvpwiKmIilknmKmf^`iKmo2 eds>tcukmot^`k%kuilk%ytd>koP`kIkutPmKmo>^`iKmolk
4koed^hxed^g`s^`k%^`P ^`µiKkum4Kmo>^`iKmo
3 Ë PÊP`tmfiѵ′(G′, G1, . . . , Gr) = min
fw(f,G′, G1, . . . , Gr)
t#f
ilknmI^`P)mf>^`imÌedadiyeds>[`iI[`iG′.
ÕY¸QSQSYoJFLvL OFQR+Sh TVU U Qz] T amaV] 8 YXW i W ] aV] a,432_Q ` Z Q f R+SR Q U ` Qba T YXR+W_]_^ ][S f QR+S h1, . . . , hrf ] f f f R h ] f S TeUmU Qz] T a R U S][W U ]
= ORh] f S TeU ] ] T R ]_^Y QW f µ(Gh) = 0
= OR
h] f S TeUmU Qz] T a R U S][W U ] 4[SRk T ][S 4 ^ Y QW f µ(Gh) =
∑r
i=1 µ(Ghi)
= ORh] f S TeUmU Qz] T a R U S][W U ] 4[SRk T ][S 4 ^/Y QW f
µ(Gh) = mini∈1,2,...,r
(min(µ(Ghi), β(Ghi
)− 1) + n(Gh)− n(Ghi)).
= ORh] f S TeUmU Qz] T a R U S][W U ] 4[SRk T ][S 4 ^ Y QW f
µ(Gh) = µ′(G∗h, Gh1, . . . , Ghr
). 4 ` Q Uhf SWYXSNR Q U tm f ^`P Kmo>^`iKmfedaibyeds>[`i tm gtd^`c\mft^jm
i ∈ 1, . . . , r Fi
^`P¥ pw>P`pr^`p [`i
Ghi Ci
^`Pji Kt^jyiKcumo^`coi[`ikutpwpvimfk)pvP`>pC^`p [jiGhi
V ′i ⊂ Vhi
moils^`i|V ′
i | = |Vhi| − 1 iKm Vi = Vhi
Ë P)[` Pjm
Ai =
Fi
kuf(vi) = 1,
Ci
kuf(vi) = 2,
V ′i
kuf(vi) = 3,
Vi
kuf(vi) = 4,
iKmF =
⋃ri=1Ai.
Ë P©g~il^¸mcuilpvedco^`iKc|^ji|F | = w(f,G∗
h, Gh1, . . . , Ghr) Ë PpwtPmfcuiN^`i
FiKkum@^`PC¥ [`i
Gh tdm C = (u1, u2, . . . , uk)^`PsÓVls>iN[`i
Gh ^`g`g~tkotdP`k^`i\ed^hl^`Pui
PU]eg`gedcnmf>iKPm1F Ë P[` Pjm
u′1, u′2, . . . , u
′k
moilsX^`irg~t^`cmot^jmj ∈ 1, . . . , k
uj ∈ Vi
koµimkuil^`silpwilPm4kou′j = vi Ç xmft^`kÑsilk
vj
kotdPmw[`KcoiKPmok edstcok C ′ = (u′1, . . . , uk)ilknmw^`PoKÓVlsi©[ji
G∗h Ë crP`td^`k
koe ydtP`k1^`i\s.]_iKP`koiKprq`s>iC[`ilk1kutpvpwiKmokImf>^`imfKk4¤tcopwilPmI^`P¥ [ji
G∗h tP\sXÓe
ed^pvtP`k,^jPbkotpwpvim,[j^EKÓVlsiC ′ |^jilknmKmo>^`iKmo
4 sÓeC[`tdP1ed^bpwt>Pjkx^`Pbkutpwpvim[`i
C[`edP`k
F ~Í tPmfcfe[` mf>tdP
"!$#%
Ç P`tPrs¸i É >kumoiimfiKsj^`i
vi
edg`g`edcfemÒed^\pwtP`k@[jil^ É ¤t>k@[edP`k(u′1, . . . , u
′k) tdP
f(vi) ∈1, 2 Ç ko
f(vi) = 1edstcokxmft^`k<silkÐydt>ku>P`k<[`i
vi
kotPm4Kmo>^`imflk4 Í tpwpvi%ed^l^jPÊkutpvpwiKm,[`i
CPU]_iKkum[edP`k
F mft^jk4silku′j j ∈ 1, 2, . . . , k kutPmIKaed^ É tPh
C ⊆ Vi Ë cF ∩ ViilknmI^`PÊ¥ [ji
Ghi [U]t#'ltPmfcoed[`KmftP Ç koP`tP
f(vi) = 2 s¸ÓCe%ed^\g`s^`kº^`PÑkutpvpwiKm@[edPjkÒs>ilk@ilP`kuilprqjs>ilkÒhjtpvtda lP`iKkâpve É >pved^ ÉltcucoiKkog~tP`[edPmok¼ed^ É ytko>Pjk©[jivi
|^jP]_iKkumÊgedk©[edP`kF s>tcukbkotmbmft^jkÊsilk
u′j j ∈ 1, 2, . . . , k
kutPmblaed^ É imbtP e^`P`i=KtPmfcfe[` mf>tdP ledc^jP`i=ltd^jyiKcumf^jcoi¼[`ikotpwpwiKmilkum^`P¥ kutm4^`PiKm^`Pkuil^`s@kotpwpvim4[`i
C ′ iKkumI[`lcuilPmI[jivi tP>s
i É >knmfiKcfedmC^`P Ìh`ilpw>P[`ivmfed>ss>irku^`g~lcoil^`cuit^laes>iw)[edP`kGhi
^`NP`ivgedkokuigeced^K^`Pkotpwpvim%[`i
F µÍ tdPmocfed[j Kmo>tPeyibÑsisZedm%^`iF ∩ Vi
iKkum^`Pji;lt^jydilcnmf^`cui\[`ikotpwpwiKm[`i
Ghi
tPhF
ilknmÑ^`P ¥ [`iGh iKm µ(Gh) ≤ |F | âÍ tpvpwi Kils>e¼ilkumCy¸coedÐg~t^`cCmot^jm\mf|^jiKmÌeai
yeds>[`i µ(Gh) ≤ µ(G∗h, Gh1, . . . , Ghr
) tmF
^`P)¥ [`iG = G∗
hGh1
... Ghrv1 ... vr
h s>tcuk,g~t^`cxmot^jmi F ∩ Vi
iKkum<^jP)¥ [jiGhi
tmf : V ∗
h → 1, 2, 3, 4s.]_mf|^jiKmÌeai1ko^`yedPm
f(vi) =
1koF ∩ Vi
PU]ilkumgedk^`PjinKt^jydilcumo^`coi[`ikotdpvpwiKmok<[`iGhi
2
koF ∩ Vi
ilknmI^`PjinKt^jydilcumo^`coi[`ikotdpvpwiKmok<[`iGhi
im|F ∩ Vi| < |Vi| − 1
3ko|F ∩ Vi| = |Vi| − 1
4koF ∩ Vi = Vi.
Ë P coilpvedcu|^ji©^`iw(f,G∗
h, Gh1, . . . , Ghr) ≤ |F | ledc µ(G) ≤ β(G) ≤ |V | − 1
g~t^`crmftd^jmacoedg`h`i
G = (V,E) Ò]_iKP`koiKprq`s>iI[`ilkÐkutpwpvimfk,mf|^jiKmfKk4¤tdcopwi^`P)¥ [`i
G∗h koP`tPztPgt^jcocfemltP`knmfcu^`>cui
^`PEÓeKs>i%[jiGh
rgecumfcx[]_^`P'ÓeKs>iC ′ [`i G∗
h
ilPbgjcoilP`edPm<^`PbkotdpvpwiKm,P`tPEltd^jyiKcumgedcF
gecilPjkoilpCq`s>ih`tpwta KP`i ltdcocoiKkog~tP`[ePmI\^`P©kotpwpvim<[`^rKÓVlsi
C ′ tmimfilsX^`i
F ∩ Vi
Pjirkotm4gedk%^`Pjitltd^jyiKcumf^jcoir[`ikotpwpwiKmfk[`iGhi
es>tcuk4g~t^`c4mft^¸mjmfiKsÕ|^ji
vi
imvj
kotd>ilPmCeu[eXKilPmfk Vj ⊆ F koP`tP¦>sÒi É kumfiKcfedm^`PKÓeKs>iw[`iÑmÌeds>s>i3[`tdPms>iKk
kotdpvpwiKmok4PjikutPmIgek[eP`kF tPhku
f(vi) = 1 eds>tdcok<mft^jk4silkytkoP`k[`ivi
kutPmImf|^jiKmfKk4 tm
imfils|^ji
|F ∩ Vi| < |Vi| − 1 eds>tdcokÐsUP`i1g~il^jmgekÓzeytc<[`il^ É kotpwpvimfkÐg`edcopwmftd^`ks>iKkÐkotdpvpwiKmokÐ[`ilk<pwt|[`^`s>iKk/ltdcocoiKkog~tP`[ePmoked^ É ytko>PjkÐ[`i
vi
^`µP`i%kut>iKPmg`edkÐ[edPjkF ko>PjtPtPvgt^jcocfemdltdP`kumoco^`coi4^`P ÓeKs>i4[`imfed>ss>i
4[`tdPmxs>iKkxkutpwpvimfkÕP`iIkutPm,g`edkx[`edP`k
F tPhmftd^`ks>iKkÐytkoP`k[`i
vi
kotdPm4mf>^`imfKk4gec
f kfe^hÒed^©g`s^`k<^`P©|^jµilkum4mf>^`imf3 Ò]_mf>^`imÌedadi
fiKkum\yeds>[`i [`tdP w(f,G∗
h, Gh1, . . . , Ghr) ≥ µ′(G∗
h, Gh1, . . . , Ghr) iKmÑgec
ltdP`koK|^jilPKi|F | ≥ µ′(G∗
h, Gh1, . . . , Ghr) Í tpwpvinliKs±eviKkumy¸coedXgt^jc4mot^jm1¥ [ji
Gh tPeµ(Gh) ≥ µ′(G∗
h, Gh1, . . . , Ghr) Ë PÊe PedsilpwilPm
µ(Gh) = µ′(G∗h, Gh1 , . . . , Ghr
) Ë PÊg~il^jmpKtPls^`coi\Ç
hilknmI^`Pji ¤iK^`>ss>i edstcok Gh
ilkum4^`P©kotdpvpwiKmkots im µ(Gh) = 0
7% N V!,% ! "!$#% .
Ç hiKkum<mf|^jiKmf eds>tdcok G∗
h
ilknm<^`Pbacoedg`h`iIkfedP`kec$Kmoilk sà]Kmo>^`imÌedai f : V ∈V ∗
h → 1ilkumyeds>[`i iKm4kutPÊg~t[`k<ilknmpw>Pj>pr^`p Ç
hiKkumKmo>^`imf edstcok G∗
h
iKkum^`Pbacoedg`h`i Ktpwg`s>im OPbKmo>^`imÌedai%yeds>[`i4[`tPjP`i^`Pjiyedsil^`cÒ[jlcoiKPmfi[`i
4gtd^`cNed^Ñg`s>^`k %kotdpvpwiKmok >P`ku kutmÕ^`PÑkutpvpwiKmÕiKkumNKmo>^`imf
1iKm4mft^jkIs>iKkIe^jmfcuilkIkutPm%mf>^`imfKk
4 kotdm4^`P¼kutpvpwiKm4iKkum%mf|^jiKmf2 ^`Pe^jmfcui
3iKm%si
cuilkumoi4 µilk4ed^jmocoiKk4mf|^jiKmÌeailk<yeds>[`ilk<tdPm^jPÊg~t>[jk<ko^`g~lcu>il^jc4td^ÊKaeds Ç
hilknmImf>^`imf tdPe\q`ilP
µ(Gh) = µ′(G∗h, Gh1, . . . , Ghr
)
/10 10 7 &xHK=9= ? NLxJÕHKJ=x:<Hl? .E (¯J: tm
G = (V,E)^`P acoedg`h`i imbkotm
u, v ∈ Vmfilskz^`i
uiKmv
kotd>ilPmb[`edP`kbs±ep Kpviltdpvg~tkfePmoi;ltPjP`i É iw[`i
G O4Pkut^`k5¶3ilPjkoilpCq`s>iS ⊆ V \ u, v
ilknm^`Puv
®lÏ ´ £`¡£j Y|VX¡bkuuiKm
vkotdPm[`edP`k<[`iK^ É Ktpvg~tkoedPmfilk<[jlcoiKPmfilk<[ji
G− S S ilknm^`Puv
®lÏ ´ £j¡£¸ Y|VX¡vQZ@ZQS£WkoS
ilknm\^`Puv
¶3kulgecfemoil^`ciKmrg~t^`cmft^¸mS ′ ( S S ′ PU]ilknm\gedk^`P
uv¶3kulgedcoemfiK^`c S ilknm\^`P
®lÏ ´ £`¡£j Y|VX¡Q.XZQS£WÐkl]>sxi É >knmfiu, v ∈ V
moilsÐ^`iS
kotmr^`Puv
¶3kulgecfemoil^`crpw>Pj>pveds Ë PcoiKpeco^`i^`i
∅iKkum4^`P©kolg`edcfemoil^`cpw>P`pes~kuµiKm4koiK^`s>iKpviKPmkuµs>i1acoedg`h`iPU]ilknm4gedk ltPjP`i É i tm
s(G)s>i1P`tpCq`coi1[`ikoKgedcoemfiK^`cokpw>P`pe^ É [`i
G ÕY¸QSQSYoJFLv FL OFQR+S
h TVU U Qz] T amaV] 8 YXW i W ] aV] a,432_Q ` Z Q f R+SR Q U ` Qba T YXR+W_]_^ ][S f QR+S h1, . . . , hrf ] f f f R h ] f S TeUmU Qz] T a R U S][W U ]= OR
h] f S TeU ] ] T R ]_^Y QW f s(Gh) = 0
= OR
h] f S TeUmU Qz] T a R U S][W U ] 4[SRk T ][S 4 ^ Y QW f s(Gh) = 1 +
∑ri=1 s(Ghi
)
= ORh] f S TeUmU Qz] T a R U S][W U ] 4[SRk T ][S 4 ^/Y QW f s(Gh) =
∑ri=1 s(Ghi
)
= ORh] f S TVUEU Qz] T a R U S][W U ]4[SRk T ][S.4 ^Y QW f s(Gh) = s(G∗)+
∑r
i=1(s(Ghi)−ai)
^Qai = 1 f R Ghi
U*8 ] f ShZhY f 2_Q U U ] 1 ] ][S NG∗h(vi)
] f S TVUjf 4ZhYXWYXS] T W ` R U R ` YhaV] G∗h
^ai = 0
f R U Q U 4 ` Q Uhf SWYXSNR Q U h ilknmbKmo>^`imf es>tcuk
∅iKkum)^`Pkulgecfemoil^`cbpw>P`pes imbs>iKk
ed^jmocoiKkNkulgecfemoil^`cukxpw>P`pe^ É kotPmN[`ilkÕkulgedcoemfiK^`cokNpw>P`ped^ É [jilkGhi
µilkNacoedg`h`iKk Ghi
kutPmltdP`P`i É iKk [`tPPU]tPm4gedk
∅ltpwpviIkolg`edcfemoil^`c tm
hiKkumIKmf^`iKmo >sµi É kumoiC^`P
uv¶DkoKgedcfemfil^jc4pw>Pj>pveds
S edstcok u P`i[`tmg`edkKmocoiÑed[oeXliKPm
v iKm1[`tdP\>sXi É >knmfii ∈ 1, . . . , r
moilsº^`iu, v ∈ Vhi
edP`k li;ledkVhj⊆ Sg~t^`câmftd^jm
j 6= i iKm S∩Vhi
iKkumN^`Puv
¶3koKgedcoemfiK^`cÒpvP`>pveds[edPjkGhi
X >Pjko Ìhed^`i4koKgedcoemfiK^`cpw>P`peds¾[`i
Gh
Ktcocuilkog~tP`[Ê\^`P©kolg`edcfemoil^`cpw>P`pes[U]^`PGhi
È P Pkutmh
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acoedg`h`i >Pjko ωw(G)g~il^¸m mfcuinleds K^`s>1iKP©moilpwg`k<s>P`e>coi
()%$ ))w( x >59 9b@q( & .?1 @:9C9 14V|e3 G@:9µilkCadcfedg`hjilkkog~bl ^`ilktPmre^g`s^`k
9kutpwpvimfk [jtPws>iÑgtd>[`kpve É >pr^`p [U]^`P`ijls>^`i
g~il^jmpKmocoi1mfcut^jydiKP©moilpwg`kO(1) ilP©ilkukfeÓedPm4mft^¸mfilk4s>iKk ls>^`ilk<[j^Êacoedg`h`i
()%$ )) x >59 9b@ !@t^jcpKtpwpviKPliKc4tdPrKtP`ku>[Kcois>i1g`cutq`slpwi1ko^`cs>iKk<acfeg`h`ilk Kt¶Ìh`tdco[ed^ É
ÕY¸QSQSY JFL ,vFL ] ZW Q i ' ` ]$31)- () + -mZ ] T S32[SNW ]sW4 f Q T ] U S] ` Z f R U 4$YXR+W ] f[T W ] f WY[Z \ ] f 2_Q g 2_\ QWa7Y T01 4 ` Q Uhf SWYXSNR Q U Ò]edsatcumfhjpvivs>>Pjedcoiz[`i©¥cfeP ¨¥¾coe³d²¬gt^jcjleds K^`s>iKc\s>ibg~t>[jk\pe É pr^`p[U]^`PiKP`koiKprq`siknmÌedq`si[U]_^jPacoedg`h`inÌh`tcu[eds
Gg~il^jm Kmocoi^jmfs>>ku1gtd^`c edsl^`silc<s>ig~t>[jk4pve É ¶pr^`p#[]_^`Pji Ks>>^`iku^`c,^`Pvacfeg`h`i lt¶Ìh`tcu[eds
GilPwmfilpwg`k
O(n2) Ë Pvs>ipvt|[` i<gtd^`cxg~t^jydt>ces l^js>ilc
ωw(G)iKP©moilpwg`ks>>Pjedcoi Ë P coedg`g~ils>sibsà]_eds>adtcomfh`pwiv[ji¥cfeP s ltpwpviKPli)gec;edsl^`silcÑ^`P'tco[`cui)[U]_Ks>pvPemftP
gedc"Zedmv1, . . . vn
[`^Sacfedgjh`i[U]ilPmocoliG = (V,E) eyi w(vi) ≥ 0
s>iwg~t>[`k[`ivi
g~t^`ci ∈
1, . . . n OPbiKP`koiKprq`s>ikumfedq`s>i[`iIg~t[`k,pve É >pr^jpilknm ltPjkumfcu^`m,[`iIs>enZe0KtPzku^`yedPmfi Pjmf>eds>iKpviKPm kotdmc w(vi) = w(vi) g~t^`c<mft^¸m
i ∈ 1, . . . , n !Xt^`c<mft^¸mi[`i
1n ko c w(vi) > 0 es>tcuktP ltds>tcu>i
vi
ilPwcot^`adi iKmNtPÑkut^`kumocfedmc w(vi)
c w(vj)
g~t^`câmot^jmvj ∈ N [vi]∩vi, . . . vn & ^edP`[bmot^`ks>iKk<kotpwpvimfkÐtdPm4mf%mfcoedmolk kotm I = ∅
im g~t^`cÐmot^jmi[`i
n
1 ku vi
ilknm4cot^`adiiKmPjtP)ed[oeXKilPm4\ed^K^`P)kotpwpwiKmÐ[ji
I eds>tdcok I = I ∪ vi & ^edP`[zmot^`k<silkÐkutpvpwiKmokÐtPm<mfmfcoedmolk s.]es>atcumoh`pvimfilcupvP`iilP¼cuilPyt ÓedPm^`P¼ilPjkoilpCq`s>i[`iCknmÌedq`si[jiCg~t>[`k4pve É >pr^`p
I[`i
(G,w) Ë P©yeÑko>pC^`s>iKc<sà]_eds>atdcomoh`pwi[`i¥cfePzko^jcG
ilPÊmoilpwg`ks>P`edcoi%g`edc<cfedgjgtcnmÑs>ermÌeds>s>i[`iG t#)sà]ilPmocoli
Gilkum4^`P)acoedg`h`i Kt¶Ìh`tdco[eds !Xt^`c ltdpvpwilPKilc sà]_eds>adtcomfh`pwi edsl^`si1^`P)tco[`cui
[U]ls>pw>Pemo>tPÑgecZedmv1, . . . vn
[`iG
ilPzmfiKpvgjkÐs>P`edcoi ydt>c1¨ X¬ tdm w(vi)siIg~t>[`k,[`^
kotdpvpwiKmvi g~t^`c i ∈ 1, . . . , n
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µiIg~t>[`kNpve É >pr^`p [U]_^jP`i Ks>>^`i4[`iG
iKkumPltP`knmfcu^`mx[`iIs>enZe0KtPku^`yedPmoi tm W ′ = 0im
s(vi) = 0gtd^`cxmot^jm
i ∈ 1, . . . , n !Xt^`cNmft^jm i [ji 1n ku w(vi)−W ′ + s(vi) > 0 edstcokNtPltds>tcu>i
vi
ilP)cotd^`ai iKm4eibmfiW = w(vi) + s(vi) iKm4tP)eutd^jmfi
w(vi)−W′ + s(vi)
s(vj)g~t^`cÐmftd^jm
vj ∈ N(vj) ∩ vi+1, . . . , vn & ^edP`[mft^jksilkkotdpvpwiKmok1tPmmf\mfcoedmolk kotm K = ∅ img~t^`c Ìh`ed^`ii[`i
n
1 ku viilknmcot^jai1iKm4ed[oeXliKPm4Cmot^`k<silk<kotdpvpwiKmokÐ[`iK edstcok K = K ∪ vi ^ Peds sà]_edsatcomfh`pwi
coiKPytis>e;ls>^`i1[`igtd>[`k<pve É >pr^jpK
[`i(G,w) Ë PytdmX>pwpvK[`±emfilpwilPmµ^`ixsà]_eds>adtcomfh`pwiºkK]_i É l^jmoi<ilPmfilpwg`kXs>P`edcoi e ltcucoibmftPy|>iKPm
[`^ Zedm%|^jiwstcoku^`iÑ|^jiws.]_tdPmocfedmfirsi\kotpwpwiKmvi s±ez[jlcoiKPli
W ′ − s(vi)ilknmgjcobK>kulpwilPm
s±e)yeds>iK^`c^`isà]_eds>atdcomoh`pwirtcoa>P`edsÒ[`ib¥cfePedg`g`s>^`G
ed^`coedmkot^jkumfcoedmCc w(vi)
[`^ltdpvpwilPKilpwilPm,u^`ku|^]ed^mocfedmfilpwilPm1[ji
vi ? >Pjko P`tdmocoiÑedsatcumfhjpvikopr^`s>isà]_eds>adtcomfh`pwi[`i¥cfedP ko^jc
GiKm4ilknm Ktcocuibm
»ÏR¾¡¿|QSYKJFL L ] ZW_Q i ' ` ]$31)- ( + - Z ] T S2[SNW ]CW34 f Q T ] U S] ` Z f R U 4$YXR+W ] f[T W ] f3 WY[Z \ ] f aV] Y 2& Y f_f ] + 4 ` Q Uhf SWYXSNR Q U "!@t^jc ltdpvpwilPKilc tdPqes l^js>iilPmoilpwg`k4s>>Pjedcoi%mftd^`kIsilk4kotpwpvimfk4[`i[`ilacu2iKmmot^`ks>iKk
C5
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C5 es>tcuksirgtd>[`kpe É pr^`p [U]^`P`i;Ks>>^`igiK^jm mfcoi;leds K^`s>ilP)mfiKpvgjkpKtP`knmÌedPm >PjtP kutm u ^`PÑkutpvpwiKmâ[`i<[`iladco
2[U]^`P
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^`XltPmfilP`PjilPmu ltcucoilkugtdP`[edPm@ed^ É [jil^ É ec$Kmoilk>Phl>[jilPmfiKk
u µiÒg~t>[jkµpe É pr^`p [`imftd^jmfiKkPliKkPKs>>^`iKkxg~il^¸m/Kmocoi edsl^`s4iKPmfiKpvgjk
O(m) t^jmoilkxs>ilk,ed^jmocoilk ls>^`iKk,pve É >pveds>iKkâ[`iG
kotPm1[`iKk ls>^`ilkI[`^acfedgjh`iClt¶Ìh`tcu[eds@tqjmfiKP^`ilkedg`clk1eydt>c%ku^`g`g`cu>pwmot^`k1s>iKkIkutpvpwiKmok[`i)[`iKaco
2[`iKk
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sà]_edsatcomfh`pwi4[`^Êsilpwpvi « jR¾¡R~WZWZ£`Z¡Y JFL FL F] 1 R f S] TeU Y QW8R+S\ ` ] R U 4$YXR+W ]dZ Q T W3 ]dZW Q i ' ` ] $%1 - () + - f[T W ] f3 WY[Z \ ] fcf Y Uhf P5
][S ] ` R U a T R+S /10 0 ) ;>FÐ7ÐH ¾M ¯=#; àE@J ZHK= L7%:<H# "
Ë P¼yil^¸mcolkut^`[`cui ()$3()+#() () + -ku^`c1s>iKkIacoedg`h`iKk edcoeXKmolcu>kumo>^`iKk[`iKkP`t|il^j[`kg`coiKpvilcok ()%$ )%$ )+* x >59 9b@ *'& .?1 @:9;| 0 ~3 1h . 6359;| 02G?1?>A4:9
Í iKmumfinls±ekokoiiKkum4^`P`i ls>edkokui[`iacfedgjh`ilkgedc"Zedmok ledc lt¶Dq`>g`edcumo>k ÕY¸QSQSYrJFL 7'FL O 0+ OFQR+S
G TVU WY[Z \ ] ZhYXW YXR+SP][S w TVU ] Q U 2[SR Q U aV] Z QRa fpf[T W ] f YXW 2[S] faV]G2l QW f χw(G) = ωw(G)
][Sκw(G) = αw(G)
µil^`c%Pjtprq`cuiCÌh`cotdpemo>^`igtPj[`lcurilknm1[`tPClaeds@ed^g~t>[jkpve É >pr^jp [U]_^jP`i;ls>^`i Ë P
eb[`5ozy|^¦ilP¦koibmftP « ^U]>sâg~t^jyedm Kmocoi edsl^`srilPmfiKpvgjk1s>>Pjedcoirku^`c1s>iKkadcfedg`hjilk lt¶q`gedcumo>k/Kt^`g`slk
37% 5 : #" % A e P5+ C !$#
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^`iCsigjcotq`slpwig~il^¸mcKmocoicolkuts>^ÊilPmoilpwg`kpltP`knmÌedPm1g~t^`cpÌhed^`iCacfedgjh`i[jimÌe>s>siO(1) kotP©edkuko^`pwi|^jisilk<tg~lcoemftP`kÐku^`cs>iKk<P`tprq`cuilkilPmo>ilcuk<koi ¤tPmilP)mfiKpvgjk
O(1) !@t^`c Kils>e tPkoicoedp KP`i\^`PÊgjcotq`slpwi%[`ig`cutacfepvpvemftPzs>P`led>cuiIilP©P`tpCq`coiKk4iKPmf>iKcok Ë P É i^`P©acfeg`h`iG = (V,E) iKm w : V → N
^`P`i ¤tPmf>tdP©[jig~t[`k tmI
sà]ilPjkoilpCq`s>i\[`iKkknmÌedqjs>ilk1pve É >pved^ É [`iG Ë P ltP`knmfcu^`msi\g`cotqjs lpwir[`iÑg`cutacoedpѶ
pvemftPbs>P`edcoiilP©P`tprq`cuilkilPmo>ilcukko^`ydePm pvP`>pw>kuilc ∑
I∈I xI mfiKsµ^`i∑
I∈I:v∈I xI ≥ w(v)g~t^`cÐmot^jm
v ∈ V xI ∈ N
g~t^`cÐmot^jmI ∈ I.
Ë PÊ[`KkoaP`igedc −→x s>i%ydibKmoil^`c ltPmoilPedPm4g~t^`c Ìhed^`iI ∈ I
s±eryeds>iK^`cxI tm
zs>eyedsil^`cNtgjmo>pveds>i<[`i liIgjcotq`slpwi[jiIg`cutacfepvpvemftPÑs>P`edcoi<iKPmo Kcoi e stcok
ziKkum
laedsâed^Pjtprq`cuir[`i;ltd^`s>iK^`cok%PjbliKkokoed>cuilkgtd^`ccltds>tcu>ilc(G,w) âtPev^`P`i;ltds>tcoemftP
C ′[`i
(G,w) eds>tcuk KtP`kumoco^`ms±e Kts>tdcfemo>tPC
ilPcoiKpvgjs±e0ledPm Ìhed^`iÑkumfedq`siI ′
[`iC
gedc%^`PknmÌedq`sipve É >pr^`p
IKtPmfilP`edPm
I ′ C iKkumlaedsilpwilPm^`P`inltds>tcoemftPb[`i(G,w) im%e\s>ipjlpwi1P`tprqjcoi
[`iplt^js>il^jcok tdm xI
s>iP`tdprq`coi[`ipltd^`s>iK^`cokxedkoku>aPjlilk,I 7 s>tcuk
xI
ilkum,^`PiKPmf>iKcÕP`tPPjlaemo !@td^`c Ìh`ed^`iv ∈ V ltdpvpwi
veve^pwt>P`k
w(v)Kt^`s>iK^`cok ∑I∈I:v∈I xI ≥ w(v) ∑I∈I xI
ilknmlaeds`ed^ÑP`tdprq`coi,[`i lt^js>il^jcokÒ[`i
C PyiKcokoiKpviKPm kotm −→x ^`P`i<kotds>^jmo>tPrtdgjmfpedsix[j^wgjcotacoedpwpvis>P`e>coiÕiKPrP`tprqjcoilk@ilPmfilcuk !Xt^`c Ìhed^`i I ∈ I tPCgiK^jmâg`cuilP`[jcoiÐ^`PCilP`kuilprq`si,[`i
xI
Kt^`sil^`cukg~t^`ctKts>tdco>iKcsilkrkutpwpvimfkC[ji
I âÍ tpwpwiI
ilknm\^`P knmÌedq`si iKm\^`izg~t^`csÌhed^`i)kotdpvpwiKmv ∑
I∈I:v∈I xI ≥ w(v) liKs±e\P`t^`k[`tdP`P`i^`P`inltstcfemf>tdPz[`i(G,w) eydib z Kt^`s>iK^`cok eÊcoiKs±e É emo>tP[`^Sg`cotqjs lpwi eg`c$KkCko^jg`g`coiKkoku>tP[jis±e'ltdP`[`mo>tP j ilknmrsiwgjcotq`slpwiÑ[`i
g`cutacfepvpvemftPs>P`led>cuiIku^`yedPm
pw>Pj>pw>koiKc ∑I∈I xI « mfiKsµ^`i
∑I∈I:v∈I xI ≥ w(v)
g~t^`cÐmot^jmv ∈ V
tm −→x′
^`Pjikuts>^¸mf>tdPbtgjmfpes>iI[jinKiKmumficoils>e É emftP iKm4kotdmz′ =
∑i∈I x
′I
tdmotP`k@|^ji,g`^`ko^`ixs>iÕacfeg`h`iG
ilkumA É lixg`cotqjs lpwiÕ[`i,gjcotacoedpwpemo>tP1s>P`led>cuiÒgtdkok$K[`i^`P P`tdprq`coi ltPjkumÌePmÑ[jiyedco>edq`s>iKk s>ivP`tprq`cuiz[`izknmÌedqjs>ilkCpe É ped^ É [`i
G iKm\^jP P`tprq`cuiltdP`kumfedPm[`i;ltPmocfedPmoilk s>irP`tdprq`coi\[ji\kotpwpvimfk%[ji
G sºg~il^¸m[`tP;mfcoi\culkuts>^ilPmoilpwg`kltdP`kumfedPm gedc<i É iKpvgjs>iilP©lP^`pwlcoedPmim4ilkokoeÓedPm4mft^`ksilk<kotdpvpwiKmok<[`^Êg~tsÓ l[jcoi[` `P`mgecs>ivg`cotdacfedpwpwi Ë P g~il^jm\ lcu>coivs>ivg`cotadcfedpwpviws>P`e>coiwkotd^`krs±er¤tcopwi
maxcx : Ax ≤ b mfiKsâ^`i Ìhed^`iwlslpwilPm1[`iÑs±evpemocoliA
iKkumkotm0 kotm 1 tm ∆
s±evyedsil^`cIpe É pr^`p [`ilk
"!$#%
[`mfilcupvPedPmfk\[jilkwkot^`k5¶3pvemfcu Kilk\[`i)s±e¼pvemoco KiA ∆
ilknmvq~tcuP`li)gedcÑ^`PjirKtP`knmÌedPmfi tmk = |I| Ë Pg~il^jm,pedPmfilP`edPmx^¸mf>s>kuilcÒ^`Pvcolku^`smfemx[`i Í t|t °iKcfedcu[`k ÌhjcoÔnydilcxiKm edcu[`tk simoh`lt¶c$Kpvi ³ \[edP`k¨ Ìhª²¬ Í imoh`ltdc$lpwiP`t^`k4[`m|^jiCs>i1gjcotq`slpwi[`ig`cotadcfedpwpemf>tdPzs>P`edcoiilP©P`tpCq`coiKk4iKPmf>iKcok4e\^`P`ikots^jmftPbtgjmo>pveds>i −→
x′′ mfiKs>si%^`ig~t^`cÐmot^jmI ∈ I |x′I − x′′I | ≤ q∆
!Òcoilpw KcoiKpviKPm tP¼mocot^¸yi\^`P`iCkots^jmftP¼tgjmo>pveds>i −→x′
[`^g`cutacoedpvpwis>>Pjedcoicoils>e É È P|¶ko^jmfitP¼KP|^jp KcoiCmot^`k%silkydibmfil^jcok1[U]ilPmfilcuk −→x′′
mfiKs>kI^`iCgt^jcmftd^jmI ∈ I |x′I − x′′I | ≤ q∆ !ºecopwUs>iKk,yi KmfiK^`cok^`yKco ilPm4s>iKk ltP`[jmftP`k tP'Ìh`t>kum<siIyi Kmoil^`c4kots^jmftPzpw>P`pr^`p !ºecvsi©moh`ltclpwi ³ [`iS¨ Ìh`ª²¬ ]_iKkumb^jP`iÊkuts>^¸mf>tdP tg¸mf>pvedsiz[`^Agjcotacoedpwpvi)s>P`e>coiilP
P`tpCq`coiKkNiKPmf>iKcok |Í iKmomoipwKmoh`t|[`i<g`coiKP`[^jPwmoilpwg`kdltP`knmÌedPm edc q im∆
kotPm É lkxkos>i<adcfedg`hjiilknm É [`tPsi1P`tprq`cui1[`i1yi KmfiK^`cokIrmfilknmfiKciKkumpltPjkumÌePm OP`i,>pwg`s>KpviKPmfemftP%mfiKs>six^`iKs>s>iN[`i/KiKmumfi,gjcotVll[j^`coiÐPjiÐkoiKcfeIgekºg`coemf|^ji g`^`>ku^U]_s|Óe4[`isà]tcu[`coix[`i
(q∆)qyibmfiK^`cokÕmoilknmfilc È Prg`coemf|^ji tdPrgiK^jmâg`edcºi É iKpvgjs>iÐculkotd^`[`coi,s>i,gjcotacoedpwpvi
s>P`e>coi g`^`kxkui%koiKcuy|>cx[`iIs>ekuts>^jmo>tPjltdpvpwig~tPmx[`i[`lgecumÐ[]_^`Pji%g`cotVlK[`^`cui qjcfedPÌh)eP`[q~t^`P`[
Í tpwpvi>s¸Ówe^`PvP`tprqjcoi ltPjkumÌePm,[`iacfeg`h`ilkN[`imÌeds>siÐqtdcoP`Ki tPve[`tdP^jPzedsatcomfh`pwiilPbmoilpwg`k
O(1)g~t^`cÐmocot^¸yilcsi%P`tprqjcoi Ìh`cutpemf>^`i1g~tP`[jlco1[]_^`P©acoedg`h`i1[`i%mfed>ss>i4qtdcoP`Ki
Í ]ilkumIed^`kukoµsi edk[`iKkacoedg`h`iKkkog~bl ^`ilk |^jXtdPm4e^Êg`s^`k9kotdpvpwiKmok Ë Pez^jPeds>atdcomoh`pwiiKP¼mfilpwg`k
O(1)g~t^`ccleds K^`s>iKcIs>iCP`tprq`cuiCÌh`cutpemf>^`iCgtPj[`lcu\[`ilk
acoedg`h`iKk<[`i%mÌeds>siq~tcoPj >P`ku tP)giK^jm<coKkot^j[`coi()$3()+#() ¯ilPbmoilpwg`k<s>P`edcoiko^jcÐs>iKk,acoedg`h`iKkÐgtd^`cxsilku|^jils>k,s>ilkxacfeg`h`ilk,g`coiKpvilcok,edg`gecfedkokfePmx[edPjkÐs±e[`bKtpvg~tkumftPwpvt¶[`^`s>ed>cuiItPm^`Pjimfed>ss>i4qtdcoP`Ki ¾Í i ledpwls>tcuiI^`P`i1cuilpvedco^`i1[ji >edcopw>[bim'4iKil[¦¨ ·d·¬ ^`¾tq`kuilcuyedilPmÐ^`i4s>ig`cutq`slpwi ($%()+#( () + - g~t^jyedmmfcuiculkotds>^wilPmfiKpvgjk4g~tsÓ¸Pjtpv>eds~ko^`cs>iKk<acfeg`h`ilk[`i1mfed>ss>i KtP`knmÌedPmfi ()%$ )%$ ) x >59 9b@
tmG
^`P acoedg`h`iz[jizs±eqKs±edkukoi ¸ eyi b^`P`iD¤tPhKmftPS[jibgtPj[`lcoemftPw !ÒcoiKpvlcuilpwilPm
tPedsl^`siiKPmfiKpvgjks>P`led>cui%mft^`ks>iKkkutpvpwiKmok[`iC[`iKaco2iKmImot^`k4s>iKk
C5
[`iG ilP¼^jmo>s>kfePm
sà]_edsatcomfh`pwi4[`^©moh`ltdc$lpwi «· G
ilknm<kfedPjkC5
P`[`^`m G iKkum<[`tdP1^`Pbacoedg`h`icKt¶Ìhjtco[es im χw(G) = ωw(G)g~il^¸m Kmocoi
es l^js>1ilP)mfiKpvgjk<s>>Pjedcoi%gec<sà]_eds>atdcomoh`pwig`culkuilPmfed^©s>ilpwpwi « j >PjtP G ∈ Gk eyi k ≥ 1 G ilkum^jPC5 eds>tcukIs>emfibÌhjP`>^`i\^jmo>s>koKiC[eP`k1s>isedk1[`iKk
acoedg`h`iKkkug l ^`ilk gjcolkuilPmfKiv[`edP`ks±ezkuibKmo>tPg`cubKl[`iKPmoi g~il^jmnKmocoi\^jmo>s>koKirg~t^`c es l^js>ilcs±eCKts>tdcfemo>tPzg~tP`[jlcoKipw>Pj>pr^`pGiKP©moilpwg`k ltP`knmÌedPm ¥º>P`eds>iKpviKPm kutm C = (v1, v2, v3, v4, v5)
^`PC5
[jiG imvkutm
v1
imv3
koilkwkotdpvpwiKmok\[`i[`iKaco
2 !@edc,[j P`mftP[`iKkÐacoedg`h`iKkÐ[`i%s>enKs±edkukoi j sà]ilPjkoilpCq`s>iA
[`iKkÐkotpwpwiKmfkxP`tPbe[oeXliKPmfkC
iKkum^`PiKP`koiKprq`sirkumfedq`s>i B = V \ (C ∪ A) = N(v2) \ C = N(v4) \ C = N(v5) \ C imG[B]
ilknm^jP Ktacfeg`h`i È P ltdP`koK|^jilPKi>s@Óebg`co lkolpwilPm4ilPjkoilpCq`s>iKkknmÌedqjs>ilkpve É >pved^ É[`i
GltdPmoilPePmzed^'pvtP`k\^`P [`ilkÑmfcut>kÑkotdpvpwiKmok
v2 v4
t^v5
NsÐkl]_edamw[`iv1, v4 ∪ A
ÜG
ÚuÝZßáã ( HDí ì25ÚºÝ.ì -/5Ü /êláÚ 7∆ ≤ 3
î
37% 5 : #" % A e P5+ C !$#
v2, v4 ∪ A v2, v5 ∪ Aimv3, v5 ∪ A t^`kzsilkbed^¸mfcoiKkzilPjkoilpCq`s>iKkzkumfedq`s>iKkzpve É >pved^ É>Phls>^jilPmsà]ilP`kuilprq`siÑkumÌeq`s>i
v1, v3[`i
C !Òs>^jkgjcobK>kulpwilPm v1, v3 ∪ A′ ilkumC^`P¦ilP`kuilprq`sikumfedq`si[`i
GkoXiKm%kuil^`silpwilPm%ku
A′ ilknm%^`P¼iKP`koiKprq`siCkumfedq`sipve É >pvedsµ[`iG− C tdmftPjkI^`i
v1, v3 ∪ Ailkum4^`P©ilPjkoilpCq`s>ikumfedq`si1[`i
G 5ÕY¸QSQSYmJFL )?LpOFQR+S
k ≥ 1^ ][S
G ∈ Gk
OFQR+SC = (v1, v2, v3, v4, v5) TeU C5
aV]G
S]& k T ] v1
][Sv3 f QR ] U S aV] aV] W4 2
,OFQR+Sw TeU ] Q U 2[SR Q U aV]Z QRa f f[T W ] f f Q `;` ][S f aV] G l QW f R?] 1 R f S] TeU ]2_Q QWYXSNR Q U Z Q U a,4[W4_] ` R U R `;TV` S aV]
(G,w)YX]32 ZW3432[R f 4 ` ] U S max
(w(v2), w(v4) + w(v5)
)] Uhf ] `ji ] f f S Y i ] f 2_Q U S] U Y U S/Y Tr` QR Uhf TVUqf Q `;` ][SaV]
v2, v4, v5
4 ` Q Uhf SWYXSNR Q U tm S ^`P`i;Kts>tdcfemo>tPÊgtPj[`lculi\pw>P`pr^`p [`i(G,w) tm C = (v1, v2, v3
v4 v5)^jP
C5
[`iG
moilsN|^ji ku G 6= C5 v1
iKmv3
kut>iKPmCs>iKkCkotdpvpwiKmok[`i[`ilacu2 !Ò^`ko^`i
N(v1) \ C = N(v3) \ C = ∅imN(v2) \ C = N(v4) \ C = N(v5) \ C = B tP¼ko^jg`gtdkoir^`i
mftd^`ks>ilk<iKP`koiKprq`silk4kumÌeq`s>iKk4[jiSKtPmfilP`P`iKPmkutm4e^l^`P kotm[`il^ É kutpwpvimfk<[`i
C È P KtP`kul^`ilPhliÑtPKmo^`[`iCs>iKkcltds>tcoemftP`k4gtPj[`lculilk1[j^C5 C = (v1, v2, v3, v4, v5)
[`iGeyi ;ltpwpvig~t>[`k4g~t^`cIsilkkotpwpvimfk
w t#mftd^`kIsilkIiKP`koiKprq`silk%knmÌedq`silk%kutPm%[`iKk1P`tP¸¶3edc$mfiKk[`i
C Ë PAsilkwedg`g~ilss>iKcfe[`ilk ltstcfemf>tdP gtPj[`lculilkvgedcnmf>iKs>silk\[`iC tdmftdP`kv^`i©mft^¸mfilkws>iKk
ltds>tcoemftP`kÕgtdP`[`lculiKk<[`iC = (v1, v2, v3, v4, v5)
[`tydilPm<g~tkokul[`iKced^zpwt>Pjkw(v2)
iKP`koiKprq`s>iKkkumfedq`silk ltPmoilPedPm
v2 iKm4ed^©pvtd>P`kw(v4) + w(v5)
ilP`kuilprqjs>ilkknmÌedq`silk ltdPmoilPePmv4
t^v5 tm
S ′ ^`P`i'ltds>tcoemftPg~tP`[`Kcoli©[`iG′ KtPmfiKPedPmsibP`tprqjcoibpw>P`pr^`p gtkukoq`s>ib[U]ilP|¶
koiKprq`silk%knmÌedq`silkS
eyi S ∩ v2, v4, v5 6= ∅ tdmftdP`k
qsiCP`tdprq`coiC[U]_iKP`koiKprq`silk1kumfedq`silk%[`i
S[`iS ′ eydib S ∩ v2, v4, v5 6= ∅ iKm%ku^`g`g~tkotdP`k%^`iCKtPmfcfe>coiKpviKPm%wsà]_e *wcopvemftP)[`^¼s>iKpvpwi
q > max(w(v2), w(v4) + w(v5)
) tm c(v) s>i<Pjtprq`cui<[U]_iKP`koiKprq`silkÕkumfedq`s>iKkÒ[`iS ′ ltdPmoilPePmxs>ikotdpvpwiKm
v s>tcuk q > w(v4)+w(v5)pvg`s>^`i
c(v4) > w(v4)t^
c(v5) > w(v5) eP`kÒgiKcumoi<[`iaKP`lcoeds>mf tPku^`g`g~tkoi
c(v4) > w(v4) È PqltdP`koK|^jilPKir>sµi É kumoi^`PÊilP`kuilprqjs>ikumÌeq`s>iS ′ ∈ S ′ltdPmoilPePm
v4 imtP¦ezkotmS ⊆ v2, v4 ∪ A kotm S ⊆ v2, v3 ∪ A eP`k1s>iKk1[`il^ É edk tPcoiKpvgjs±eXKi
S ′ g`edc v1, v3 ∪ A Í ils±ew[`>pw>P^`i[`i1siP`tdprq`coi[U]ilP`kuilprq`silk%knmÌedqjs>ilk ltPmoilPedPm
v4 iKmÕyiKPmo^`ilss>iKpviKPmN[`i1s>iÐP`tdprq`coi<[]_iKP`koiKprq`s>iKkÕkumÌeq`s>iKkltPmoilPedPm
v2 P`ko`Pjt^`kÒtqjmoilP`tdP`k^`P`i Kts>tdcfemo>tPgtPj[`lculi
S ′′ [`i G eyi q−1
ilPjkoilpCq`s>i<knmÌedq`silkS
yKco ¾edPmS∩v2, v4, v5 6= ∅ Í ibKltPmfcuil[`ms>i Ìh`td É [`i
S ′ !ºedc KtP`koK^`ilPm q = max(w(v2), w(v4) + w(v5)
) R¾¡R~WZWZ£`Z¡Y JFL FLjOFQR+S
G TeU C5 (v1, v2, v3, v4, v5)^q][S
w TVU ] Q U 2[SNR Q U aV]rZ QRa f f[T W ] ff Q `;` ][S f l QW f Rn] 1 R f S] TeU ]$2_Q QW$YXSR Q U Z Q U a,4[W4_] ` R U R `;Te` aV]
(G,w)YX]32jZW3432[R f 4 ` ] U S
max(w(v2), w(v4) + w(v5)
) ] Uhf ] `ji ] f f SY i ] f 2_Q U S] U Y U S?Y Ts` QR Uhf TeUtf Q `;` ][S,aV]v2, v4, v5
!@t^jcmfilPj[`coiw^`P`ijltstcfemf>tdP¼gtdP`[`lculiwgedcnmf>iKs>sir[U]^`P
C5
b^`P`ijltstcfemo>tPg~tP`[jlcoKiÑ[`iG koiK^`s>iKpviKPm4[`iK^ É gecfedpjKmocoilkkutPmpvg~tcnmÌedPmfkI
Ç si4Pjtprq`cui4[ji ltdg`>iKkN[jiv1, v3
[eP`kxs>e ltstcfemo>tP\g~tP`[jlcoKiIgecumfilss>i [`lPjtdmfgedcs imÇ siP`tdprq`coi[U]ilP`kuilprqjs>ilkkumfedq`s>iKkI[`^
C5
[`KcoilPmokI[`iv1, v3
[`iCs>ejKts>tdcfemo>tP)gedcnmfils>si [`KP`tdmog`edct !@td^`c ÌheXl^jP [`iKks
ilPjkoilpCq`s>iKkwknmÌedqjs>ilkv1, v3
[`^C5 Ìhed^`i v1, v3 ∪ A′ t# A′ ilknmw^`P
ilPjkoilpCq`s>ikumfedq`si<pe É peds|[`iG−C iKkumN^`PwilP`kuilprqjs>ipe É pes¸[`i
G|^jKmfiKP`[
v1, v3 !Xt^`cÌheXK^`P¦[`ilktilPjkoilpCq`s>iKk1kumÌeq`s>iKk
S[`KcoiKPmok1[`i
v1, v3[`^
C5 S ∪ A iKkums>iCkoil^jsâilP`kuilprqjs>ikumfedq`si1pe É peds[`i
GmfilPj[edPm
S
"!$#%
!ºedcbsisilpwpvi «³ g~t^`cDÌh`ed^`iC5
[`iG
s4Óe^`P`i=Kts>tdcfemo>tP gtPj[`lculipw>P`pr^`p[`i
Geydib
t = max(w(v2), w(v4) + w(v5)
) iKP`koiKprq`silkrknmÌedq`silksltPmfiKPedPmÑed^SpvtP`k^`P[`iKkkotdpvpwiKmok,[`i
v2, v3, v4 È P)g`cuilPePmÐ^`P`i1[`icKilk Kts>tcoemftPg~tP`[jlcoKi%pw>P`pr^`p tPbgiK^jm<iKP¸¶s>iyiKc©silkbkutpvpwiKmok
v1iKm
v3[jilk)ilP`kuilprqjs>ilk©kumfedq`silkEltdPmoilPePmÊs>iKkb[`il^ É kotpwpvimfk u^`ko^U]_tqjmoilP`c¼s±e g`s>^`kgimfmoiSyeds>iK^`cg~tkuko>qjs>ig~t^`c
s[edPjk^`P`i ltds>tcoemftP gecumfilss>i¦[`i
Ce ydib
t = max(w(v2), w(v4) + w(v5)
) !ºedc\siDltdcotss±edcoi «ª >sxi É >knmfi)^`P`iEKts>tdcfemo>tPg~tP`[jlcoKigedcnmfils>si¼eyi
χ(G[C])iKP`koiKprq`silk©kumÌeq`s>iKk mfiKs%^`i
max(w(v2), w(v4) + w(v5)
) iKP`koiKprq`s>iKkkumfedq`silk/KtPmf>iKP`P`iKPmed^bpwtP`k,^`Pbkutpwpvim<[`i
v2, v3, v4 imed>Pjkos = χ(G[C])− t
g~il^jm mfcuies l^js>li1iKP©moilpwg`k ltPjkumÌePm Ë PÊg`culkuilPmfipedPmfilP`edPms.]es>atcumoh`pvi4^`2es l^js>i^`P`i ltds>tcoemftPbgtdP`[`lculipvP`>pC^`pG[`i(G,w)
g~t^`cÐ^`P)acoedg`h`iG
[`iGk k ≥ 1 sUiKP`s yied^bg`s^`k
k¤t>kx^`P
C5g`cubleds K^`s>1e^©adcfedg`hji
ltd^`cfedPm u^`ku|^]DKir^`irs>iacfeg`h`ircuilkumfedPm1PU]_edmg`s^`kI[`iC5 im1[`tPkotmcKt¶Ìh`tdco[eds , s>tcuk ^`P`i ltds>tcoemftPpvP`>pr^jp g~tP`[`KcoKi,[`^acfedgjh`idlt¶Ìh`tco[`edsgiK^jm mfcuixtq¸mfilP^`ixilPmfilpwg`kXs>P`edcoi
ilP©^jmo>s>kfedPm<s.]es>atcumoh`pvig~t^`cs±eCKs>|^ji1gtPj[`lculipe É pr^`p g`coKkoilPmoCed^©s>iKpvpwi « ¸ Ìhed^`iIKmÌegi d]ilknmC[`coi|^`edP`[btPzku^`g`g`cu>pwiI^`P
C5 C = (v1, v2, v3, v4, v5)[`^badcfedg`hji
ltd^`cfedPmG′ eydibs±eC¤tPmf>tdP©[jig~tP`[jlcfemf>tdP
w′ s.]edsatcumfhjpvi4g`cotVbK[`i[`is±etZe0KtPÊku^`yedPmoiw>s leds K^`s>i ilPSmoilpwg`knltP`knmÌedPm ^`Pji ltds>tcoemftPgtdP`[`lculivpvP`>pr^jp gedcnmfils>si\[`i
Cmoilss>iÑ^`i
t = max(w(v2), w(v4) + w(v5)
) iKmNmfiKs>si<|^jiskutmNsi4gjs>^`kÕg~iKmfmN|^jig~tkoku>q`si 7 s>tcukÒ>silPjs Kydi
mftd^`kxsilkNkotpwpwiKmfkN[`iC iKmx>siKP`s yi4mft^`kxs>iKkxkutpvpwiKmokÕ[`i
Aeyi I^`Pzg~t[`kÕ>Ph¤Kco>iK^`cÕt^Kaeds~
t iKm<kut^`kumocfedmte^ É g~t[`kx[jiImft^jk,s>iKkÐed^¸mfcoiKk,kutpvpwiKmok,[`i
A Ë PzP`tdmoiG′′ s>iP`t^jydied^badcfedg`hji
tqjmoilP^ iKm w′′ s±eP`t^jydils>sip¤tdPKmo>tPv[`iIg~tP`[`Kcfemo>tP V s>tcukxs.]es>atcumoh`pvixcoKkot^jmÐcobK^`cokuydilpwilPms>igjcotq`slpwimltstcfemf>tdPpvP`>pC^`p ku^`c
(G′′, w′′) È P P siP`tprq`cuipvP`>pC^`p []_iKP`koiKprq`s>iKkkumfedq`silk[edP`k^`PjinKts>tdcfemo>tPz[ji
(G′, w′)ilknmItq¸mfilP^©gedc<s>e;¤tdcopr^`si%ko^jyedPmfi
χw′(G′) = t + max(s, χw′′(G′′)
).
Ò]edsatcumfhjpviÕilPjs Kydi<ed^rgjs>^`kk ≤ n
¤t>kX^`PC5 dÍ hed^`i Kts>tcoemftPgtdP`[`lculi<gecumfilss>iÒ[U]^`P
C5
giK^jm Kmfcui leds K^`s>Ki<ilPÑmfiKpvg`kdKtP`kumfedPm !@td^`cÕs>iacfeg`h`i lt¶Ìh`tcu[edsP`eds s>ecltstcfemo>tP\g~tP¸¶[`Kcolipw>P`pr^`pGg~il^jmpKmocoi leds K^`s>Ki1ilP)mfilpwg`k<s>P`led>cui V >Pjko s>i%moilpwg`kÐmftdmfedsFKiKm4sà]_eds>adtcomfh`pwig~t^`c<s±e;Ks±edkukoi ilkum4s>P`led>cui È P©coKko^`pw tP)tq¸mf>iKPmR¾¡R~WZWZ£`Z¡Y JFL 62L ] 1 R f S] TVU Y QW8R+S+\ ` ] R U 4$YXR+W ] Z Q T W ]ZW Q i ' ` ] ()$3()+#() ( + f[T W ] f W$Y[Z \ ] f f Y Uhf P5
][S ] ` R U a T R+S*
/10 0 ) ;>FÐ7ÐH ¾M ¯=#; àE@J ZHK= L7%:<H "
Ë PyiK^jm%culkotd^`[`coi +%() - $%1)- 4 () + -ku^`cIsilk4acfeg`h`ilk edcoeXKmolcu>kumo>^`iKk[`iKkP`t|il^j[`kg`coiKpvilcok ()%$ )H)+* x >59 9b@ *'& .?1 @:9;| 0 ~3 1h . 6359;| 02G?1?>A4:9
Í iKmumfinls±ekokoiiKkum4^`P`i ls>edkokui[`iacfedgjh`ilkgedc"Zedmok ledc lt¶Dq`>g`edcumo>k
37% 5 : #" % A e P5+ C !$# .
!ºedc4s>isilpwpvi «² κw(G) = αw(G) È P^¸mf>s>koedPm<sà]_eds>adtcomfh`pwiIs>P`led>cui%gtd^`c2- 45- *,$3-4 % *,$3- () +\g~t^`cºs±e Ks±edkukoiÐ[`iKkÒacfeg`h`ilk Kt¶3qj>gedcnmfk Kt^`g`s gjcolkuilPmfiKPwkuibmf>tdP « κw(G)
giK^jm4[`tP Kmocoi es l^js>1ilP)mfiKpvgjk<s>>Pjedcoi ()%$ )H)w( x >59 9b@q( & .?1 @:9C9 14V|e3 G@:9
emfi Ìh`P`>^`i,g`coKkoilPmoli<[edPjkâs±ekoi KmftPrg`cubKl[`iKPmoigt^jc leds K^`s>iKc@^`Pji/ltstcfemf>tdPg~tP`[jlcoKipw>P`pr^`p [U]^`P acoedg`h`i É bg~il^jmCKmfcuibedg`gjs>>^`Kizko^jc\s>i Ktpwg`s>KpviKPmfed>cuivg~t^`ctedsl^`silcC^jP`igedcnmfmf>tdPzilPrls>^`ilkpw>P`pr^`pGilP)mfiKpvgjkpKtP`knmÌedPm ()%$ )H) x >59 9b@
tmG
^`P acoedg`h`iz[jizs±eqKs±edkukoi ¸ eyi b^`P`iD¤tPhKmftPS[jibgtPj[`lcoemftPw !ÒcoiKpvlcuilpwilPm
tP leds K^`s>iwilPmoilpwg`kCs>P`led>cui\sà]ilP`kuilprqjs>i[jilkrkutpvpwiKmokC[`iv[`iladco2
iKmrmot^`ks>ilkC5
[`iG ilP^jmo>s>kfedPm<s.]es>atcumoh`pvi[`^)mfhjltclpwi «·
GilkumºkfedPjk
C5
>Pj[`^`m [`tPxilknmâ^`Pradcfedg`hjiKt¶Ìh`tdco[eds κw(G) = αw(G)g~il^¸mKmocoiedsl^`s
ilP)mfiKpvgjk4s>P`led>cuiIgec<sà]_eds>atdcomoh`pwig`culkuilPmfilP©koibmftP « j >PjtP G ∈ Gk eydib k ≥ 1 G iKkum^`PC5 es>tcuk4s>eCmfi Ìh`P`>^`i^jmfs>koli1[`edP`ks>i ek[`is>e
ltds>tcoemftPÑ[`ilkxacfedgjh`ilkxkog~bl ^`ilk g`culkuilPmfKi%[edP`kxs±ekoi KmftP « « giK^jm/mfcuiI^jmo>s>koKi<gt^jces l^js>ilc<^jP`igedcumomo>tPzpw>Pj>pr^`pGiKPKs>>^`iKkilP)mfilpwg`k ltdP`kumfedPm ¥º>P`eds>iKpviKPm kutm C = (v1, v2, v3, v4, v5)
^`PC5
[jiG imvkutm
v1
imv3
koilkwkotdpvpwiKmok\[`i[`iKaco
2 !@edc,[j P`mftP[`iKkÐacoedg`h`iKkÐ[`i%s>enKs±edkukoi j sà]ilPjkoilpCq`s>iA
[`iKkÐkotpwpwiKmfkxP`tPbe[oeXliKPmfkC
iKkum^`PiKP`koiKprq`sirkumfedq`s>i B = V \ (C ∪ A) = N(v2) \ C = N(v4) \ C = N(v5) \ C imG[B]
ilknm^jP Ktacfeg`h`i È P ltdP`koK|^jilPKi>s@Óebg`co lkolpwilPm4ilPjkoilpCq`s>iKkknmÌedqjs>ilkpve É >pved^ É[`i
GKtPmfiKPedPmÑed^pvtP`k^`P[`iKkmfcut>kkotdpvpwiKmok
v2, v4, v5 kutm v1, v4 ∪ A v2, v4 ∪ A v2, v5∪A
imv3, v5∪A mft^`kÕsilkNed^jmocoilkÕiKP`koiKprq`s>iKkxknmÌedqjs>ilkÕpve É >pved^ É >PKs>^`iKPmÕsà]ilP`kuilprq`si
kumfedq`siv1, v3
[`iC !Òs>^jkg`cublkoKpviKPm v1, v3 ∪ A′ iKkum^`PilPjkoilpCq`s>iÊkumÌeq`s>i©[`i
Gkuim
koiK^`s>iKpviKPmÐkoA′ ilkumÐ^`PbilP`kuilprqjs>iIknmÌedqjs>iIpve É >pveds[`i
G−C F tdmotP`kx|^jiv1, v3∪A
ilknm<^`PilPjkoilpCq`s>ikumfedq`si1[`i
G 5ÕY¸QSQSYmJFLLpOFQR+S
k ≥ 1^ ][S
G ∈ Gk
OFQR+SC = (v1, v2, v3, v4, v5) TeU C5
aV]G
S]& k T ] v1
][Sv3 f QR ] U S aV] aV] W4 2
,OFQR+Sw TeU ] Q U 2[SR Q U aV]Z QRa f f[T W ] f f Q `;` ][S f aV] G l QW f R?] 1 R f S] TeU ]ZhYXW8SNR+SR Q U ] U 2& Rk T ] f Z Q U a,4[W4_] ` R U R `;Te` aV]
(G,w)YX]32 ZW432[R f 4 ` ] U S w(v1) + w(v3)
2& Rk T ] f2_Q U S] U Y U SPY Tr` QR Uhf TVUqf Q `;` ][SaV]v1, v3
4 ` Q Uhf SWYXSNR Q U Í tP`ku>[`KcotP`k<^jP`igedcumomo>tPvilP'ls>^`ilk,pvP`>pr^jpK
[`iG ¾Í hed^`i Ks>>^`i[`i
KKtPmfilP`edPm
v1
t^v3
iKkum4^`P©kot^jkn¶3iKP`koiKprq`si[`iC ^`g`g~tkutP`k,^`i
KltdPmo>iKP`P`i4g`s>^`kN^`i
w(v1)+w(v3)ls>^`iKkKtPmfilP`edPm
v1
t^v3 7 s>tcukÕtP
g~il^jmItqjmfiKP`>c4^`P`igedcnmfmo>tP)iKP=ls>^`ilkpvP`>pC^`pK
eyi rg`co lkolpwilPmw(v1) + w(v3)
ls>^`iKkltdPmoilPePm
v1
td^v3
ilP edg`gjs>>^ePms>iKktdgKcfemo>tP`k[`izcuilpwg`s±e lilpwilPmko^`yedPmfilk tm c(v) siP`tpCq`coi[`icls>^`iKkÐ[`i
KltPmoilPedPm
v Ë Pcoilpwg`s>eXlic(v1)−w(v1)
ls>^`ilkK
[`iK
ltPmfiKPedPmv1
gedcK \ v1 im%[`iCp KpvitP¼cuilpwg`s±eXKi
c(v3) − w(v3)ls>^`iKk
K[`iK
KtPmfilP`edPmv3
gecK \ v3
"!$#%
R¾¡R~WZWZ£`Z¡YJFL 2M L OFQR+SG TeU C5 (v1, v2, v3, v4, v5)
^ ][Sw TVU ] Q U 2[SNR Q U aV] Z QRa f f[T W ] f f Q `;g
` ][S f hl QW f R] 1 R f S] TVU ]ZhYXW8SR+SNR Q U ] U 2& Rk T ] f Z Q U a,4[W4_] ` R U R `;TV` aV](G,w)
YX]32 ZW3432[R f 4 ` ] U Sw(v1) + w(v3)
2& Rk T ] f 2_Q U S] U Y U SY Tr` QR Uhf TVU aV] fcf Q `;` ][S f v1, v3
Ë PzKmo^`[`>is>iKkxgecumfmftP`kNilPDKs>>^`iKkxg~tP`[jlcoKi%[U]^`PC5 C
eyi %s±e ¤tPKmo>tPv[`iIg~tP`[jlcfemf>tdPw Ë Pzeg`giKs>si<^`P`iIg`edcumomftPÑilP ls>^`ilkNgtdP`[`lculi[`^
C5
^jP`ig`edcumomftPÑgedcnmf>iKs>si<ilP Ks>|^jilkN[`iC !@t^`cmfilPj[`coiÑ^`P`iÑgecumfmftPgedcnmf>iKs>siCilP ls>^`iKk1[`i
CG kuil^`silpwilPm[`il^ É gedcfep mfcoiKk
kotdPm4pvg~tcumfedPmfk%Ç sirP`tprqjcoi\[`i;Ks>>^`iKk1[`i\s±ezg`edcumomftP¼gecumfilss>iilP ls>^`ilk1[ji
CltPmoilPedPmkotdm
v1kutm
v3 [`KP`tdmfgecs imÇ si1P`tprq`cui1[`i ls>^`ilkP`i KtPmfilP`edPmIgek
v1t^
v3 [jlP`tdmogedct !@t^jcIKmoilP`[jcoir^`Pjirgedcnmfmo>tP)gecumfilss>i1ilPqls>^`ilk[`^
C5 C = (v1, v2, v3, v4, v5)v^`P`iCgedcn¶
mfmftPiKPEls>^`ilkÐg~tP`[jlcoKi1pvP`>pC^`p#[`iG tPb[jtm,KmfiKP`[`cui1s>ilk
tKs>|^jilk
v4, v5 v4 v5t^v2
[j^C5
ilPeutd^jmÌedPmI ÌheXK^`P`i\[`isliKktls>^`ilk^`P`isls>^`i
B′ [`i G[B] Ë P¼ko^jg`gtdkoi^`i Ìhed^`i4kotpwpwiKm
a ∈ Aedg`gedcoe>mâ[edP`kÕi É eXmfiKpviKPm
w(a)ls>^`iKkÒ[`i
K tPwP`tdmoi<^U]e^l^`Pji[`i liKk Ks>|^jilk ltdPmo>iKPm4^`P©kotdpvpwiKm<[ji
C Ò]edsatcumfhjpvi es l^js>i%^`Pji%gedcnmfmo>tPvilPEKs>>^`iKkÐpw>P`pr^`p#[`i(G,w)
gt^jcÐ^`Pbacoedg`h`iG
[`iGk k ≥ 1 iKP ko^`gjg`copedPm
k¤tkC^`P
C5
[`^ acfeg`h`iDKt^`cfePm u^`ku|^] lib^U]>sxPU]ÓedmCg`s>^jked^K^`P
C5
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Ce ydib
s = w(v1) + w(v3)ls>^`iKkpKtPmfiKPedPmv1
t^v3 im t = κw(G[C])− s
Ks>|^jilkv4, v5 v4 v5
t^v2 Ò]edsatcumfhjpvixcolkut^jmxs>i<g`cutq`slpwi<[`ig`edcumomftP`P`iKpviKPmÒilP ls>^`ilkÕg~tP`[`Kcolicubl^jcokoyiKpviKPm tm
G′ sivacoedg`h`i lt^`coedPm eyib w′ s>er¤tPmftPS[`igtPj[`lcoemftP Õ]_edsatcomfh`pwi;es l^js>is =
w′(v1) + w′(v3)iKmt bK^`cokuydilpwilPm s.]es>atcumoh`pvi leds K^`s>i
κw′′(G′ − C) t# w′′(v) = w′(v)g~t^`cÒmft^jkNsilkÕkotdpvpwiKmokv[`iG−C stcokÒsiP`tprq`cuipvP`>pr^jp[jipKs>|^jilkÕ[edP`kN^`P`igecumfmftP
ilPrls>^`iKk4[ji(G′, w′)
ilknmtdqjmfiKP|^©gedcs>et¤tcopr^js>ir
κw′(G′) = s+∑
a∈A
w′(a) + max
t, κw′′(G′ − C)−
∑
a∈A
w′(a)
,
t#A
ilknmÐs.]_iKP`koiKprq`s>i[`ilkxkotpwpwiKmfkNP`tPzed[oeXKilPmfk,C
[edP`kG′ Ë PPjtdmfi|^]_s~Óvei É eXKmoilpwilPm
∑a∈A w
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(G′−C,w′′)^` KtPmfilP`P`iKPmx^jPvkutpvpwiKmâ[`i
A iKm,[`tPP`iIg~il^¸yilPmgekPKmocoiKmfiKP`[`^`iKkÐilP)e ut^jmÌePmx^`P`i ls>^`i[jiC s~Óe
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v4, v5 v4 v5t^v2 P`ko s.]es>atcumoh`pvi@ko^`gjg`copvi
k < n¤td>kX^`P
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V1
iKmV2
mfiKsâ^`iCmot^`k%silk%kutpvpwiKmokI[`iV1
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tPm1s>ipjlpwi4ydt>ku>Pedadi[eP`k
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ilkumÐ^`Pzpwt¸[`^js>i es>tcuk X, V \X iKkum^`P`i Kt^`g~i
V1 V2
a
b d
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g
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OP`iEKt^`g~ibilknm\ ¡¤¢¤£W¤Yko|V1| = 1
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a, b, c, dimr[U]^`P kutpvpwiKmCed[`[jmftP`P`iKs
e[`iz[`iKaco
0 µilkCqj¶gedcnmfmf>tdP`k
a, e, b, c, d iKm
c, e, a, b, d kotPmI[`ilk lt^`g~ilk^`@kuitÌh`iyed^Ìh`iKPm pved>k
s±erqj¶3g`edcumomftP a, c, e, b, d
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N^`P`i ls>edkokuiiKm
E^`P`i ¤tPmftPb[` `P`>iko^jc
NmfiKs>s>iKkÐ^`i g~t^`cÐmot^jm
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lslpwilPmfkN
[`iN
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[`iN Í imomoircoiKs±emo>tPÊilkumIP`tdmoli
N → N1, N2 bÏâX¤ ZR~ vFLNM LM LC¨ Í È ª·¬,µivmfcu>g`siKm
(N , E,→)ilkumC^`P £T¡YTYATÏ R~Q ´ R~®¤ ZR~koNs>iKk
ltdP`[`mo>tPjk<ko^`ydePmoilkkotdPm4cuilkog~ibmfKilkC ¥ z
N → N1, N2 es>tcuksxi É kumoie 6∈ E(N)
im\^`P`ivgedcnmfmo>tPE1, E2
[`iE(N)eyi
|Ei| ≥ 2gt^jc
i ∈ 1, 2 mfiKs>k<^`iE(Ni) = Ei ∪ e
gt^jci ∈ 1, 2
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N e s>i4QS£j¡VXY|V¡%iKmE1, E2s>e\®lY ZR~âÖx[`i
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¥ !Xt^`c^`P`i1kuibmf>tdPE1, E2
[`iN ∈ N
ime 6∈ E(N) >s~Óberi É eXmfiKpviKPm4^`Pji[jbltdpѶ
g~tkomftPbkopvg`siN1, N2
[`iN
eyibs>iIpedcu^`il^`celtcucoiKkog~tP`[edPm
E1, E2 mÌePmâ[`tP`P`<^jP`iÐkoi Kmo>tPE1, E2
[`iN
ime 6∈ E(N) tP\P`tdmoiÐgedc
N(Ei; e) i ∈ 1, 2 s.]_^`Pj>^`i%Ks>lpwilPm<[jiN
moils^`iE(N(Ei; e)) = Ei ∪ e
iKmN → N(E1; e), N(E2; e) ¥ tm
E1, E2^`PjikuibKmo>tPw[`i
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iKmE 6∈ E(N) : s>tdcok
A,E(N)\A
ilknm\^`P`izkuibmf>tdP [`iN
ko,im\koiK^`s>iKpviKPm\koA, (E1 ∪ e) \ A
iKkum\^`Pjizkoi KmftP[jiN(E1, e). ¥º« t>iKPm
E1, E2 E3, E4[`il^ É koi Kmo>tP`kC[`i
N ∈ Nmoilss>ilk^`i
E3 ⊆ E1 iKm\kutme, f ∈ E(N) e 6= f stcok
N(E1; e)(N3; f) = N(E3; f)
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iKmE3, E4
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iKmE1 ∪ E3 6= E(N) eds>tcuk
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e1 e2 iKme3
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ime2, e3, E(N) \ e2, e3
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ilknm4^`P`ikoi KmftP©[`i
N ÕY¸QSQSY v2LJFLPOFQR+S
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F ′ Y Y ` R ] aV] f f ]32[SNR Q Uhf aV] N ^P][S f QR+S F = F ′ ∪ T^PQT
] f S 8 ] Uhf ] `ji ]aV] fEi R g ZhYXW[SR+SR Q Uhf SW8RzRY ] f aV]E(N)
Pl QW f Y Y ` R ] F aV] f f ]32[SR Q Uhf aV]N
] f S YXR i ] ` ] U Si R g ZhYXW8SNR+SRX] C] Z T:f ^ f R ] 2$Y7aXW ] aV]Da,432_Q ` Z Q f R+SNR Q U Z Q f_f '$aV] Y ZW_Q_ZW8R 4[S.4 aV] SNWY Uhf R+SRzR+S 4_^ Y QW f F ] f Si R g ZhYXW8SNR+SRX] 4 ` Q Uhf SWYXSNR Q U ^`g`g~tkutP`kw|^ji
E1, E2iKmE3, E4
kut>iKPm2
kuibKmo>tPjkw[jiN
^`<kui'Ìh`i¶yed^Ìh`iKPm |E1 ∩ E3| = 1 edstcok
E1 ∩ E3, E2 ∪ E4iKkum^jP`iSq` ¶3gecumfmftPmfcuy|±edsi[`i
E(N) im1[`tPCilkum%[edP`kF >PjtP ltpwpvis>ined[jcoir[`iC[`bKtpvg~tkumftPg~tkuk$l[ji\s±evgjcotg`cu>mf
[U]>PmfiKcokuibKmo>tP E1 ∩ E3, E2 ∪ E4iKkumr^jP`izkoi Kmo>tP[ji
N iKmr[`tPvilkumC[edP`kF ip Kpvi
E1 ∩ E4, E2 ∪ E3 E2 ∩ E3, E1 ∪ E4imE2 ∩ E4, E1 ∪ E3
kotPm4[`iKkkuibKmo>tPjk ^`g`g~tkutP`kIpvedPmoilPePm4^`is>i e[`coigtdkok$K[`iCKaedsilpwilPm4s±e\g`cotdg`coKmf[`imfcoedP`kumfy|mf Ë Pkfem ltpwpwi%>sgtkuk$K[`is±erg`cutg`coKmo1[U]_Pmfilcukoi KmftP ^`i E1 ∩E3, E(N) \ (E1 ∩ E3) E1 \E3, E(N)\(E1\E3)
iKmE3\E1, E(N)\(E3\E1)
kutPmº[jilkºkuibmf>tdP`k Ë P[jbltdpvg~tkoiNko^hbliKkoku¶yiKpviKPm
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i=1Bi v-#¾(¤*$# *,( f( )&* )"%- z- (¤*,(.-& v& %-#
Í tpwpvi%[`edP`ks>icledk[`i1s±er[jbltdpvg~tkomftPzpwt¸[`^js±edcoi tP)ilknm KU>PmfKcoiKkokogec<sà]^jmfs>>koemftP[`i)s±e[` ltpwg~tkomf>tdPilPult^`g~ilkÑg~t^`cÑcoKkot^j[`coi)^`P liKcumÌe>P'g`cotqjs lpwizku^`cv^jP acoedg`h`i !@td^`cliKs±e >spZed^jmD¤tcupr^`silc^jP g`cotqjs lpwi KydilPmf^`iKs>silpwilPm)g`s>^jkbalP`Kcfeds ^`is.]_tP [jtmcolkut^`[`cuiko^jcjÌh`ed^`iacoedg`h`i'ledcfeXmfKco>knmf|^jib[`iÊs>e¼[`bKtpwgtkumo>tP [`^'acoedg`h`i Xe[` ltpwgtdkomo>tPSilPltd^`giKkxg~t^jyedPmdmfcoi<y|^`ipltpwpwiÐ^`P`iaKP`lcoeds>kfemo>tP\[`is>e%[`bKtpvg~tkumftP\pwt¸[`^js±edcoi s>i<kut^`k5¶g`cutq`s KpviICcoKkot^j[`coi1[`tdm/mfcui kutm,s>ip Kpvig`cotqjs lpwiI^`i1siIg`cutq`slpwi ltdcocoiKkog~tP`[ePmÐgt^jcs±er[jbltdpvg~tkomftPbpvt|[`^`s>ed>cui kotm^`P©g`cotqjs lpwi%g`s^`kalPjlcfes
Í ilcnmÌedP`kgjcotq`slpwilkg~il^jydilPm%[`coi KmfiKpviKPm mfcoiculkotds>^`k4ko^`c4s>iKk[`bKtpvg~tkumftP`k<iKPqltd^`giKkkopvgjs>i !@t^jc4si1P`tprqjcoi Ìh`cotdpemo>^`i tP)[`tP`PjilcfeÑ^`PÊeds>adtcomfh`pwi leds K^`s±edPm<si1P`tprqjcoi Ìh`cot¶pvemf|^jiÐgtdP`[`lcucobK^`cokuydilpwilPmNko^`cÕsà]_edcuq`coiÐ[ji4[jbltdpvg~tkomftPrilP Kt^`g~ilkÕilP`coeXlP` isilpwpviko^jyedPmIpwtPmfcui^`isà]_edcoqjcoi[`iC[jbltdpvg~tkomftP)ilP=Kt^`g~ilk eyi rs>iKkacoedg`h`iKk ledcfeXmfKco>knmf|^jilk koiKcfe)mft^utd^`cok[`iÑmÌeds>s>iCs>>Pjedcoi\ilPs±ebmÌeds>sir[`^Sadcfedg`hjiwtdco>ad>Peds sÕkl]_edam[`ivs.]_K^`yedsilPm[`^s>iKpvpwi g~t^`c<s>e\[`bKtpvg~tkumftPziKPKt^`g~i ÕY¸QSQSY vFL6FLcOFQR+S
G = (V,E) TVU WY[Z \ ]j][S T = (VT , ET ) f Q U YXW i W ]jaV] a,432_Q ` Z Q f R+SNR Q U ] U2_Q T Z ] f Fl QW f Q U Y ∑h∈VT
n(G∗h) ≤ 3× n(G)− 4
][S ∑h∈VT
m(G∗h) ≤ m(G) + n(G)− 3
4 ` Q Uhf SWYXSNR Q U Ë Prytc ZeXls>iKpviKPm@gedcºcobK^`cocuilPKi|^]_^`Pwedcuq`coi,[`iÐ[` ltpwgtdkomo>tPCilP;ltd^`giKk[U]^`Pacoedg`h`iÊ[`i
nkotpwpwiKmfkveSe^g`s>^jk
n − 2Pjt¸iK^`[`k tPh Ktpwpvi'Ìhed^`ikotpwpvim[jilk
acoedg`h`iKktecfeXmflcu>knmf>^`iKk[jis±e)[` ltpwgtdkomo>tPiKP lt^jgiKkCilknmCkutm^`Pkotpwpvimtcoa>P`iKs kutm^`Ppvedcu|^jil^`c edgjgedcfe>kokoedPm[jil^ É ¤t>k s±ekotdpvpwiÊ[jilkPjtprq`cuilk[jikotdpvpwiKmokv[`iKkacoedg`h`iKkecfeXmflcu>knmf>^`iKkilkumed^©g`s^`k
3n− 4 ig`s>^jk ltdpvpwiÐs>iKkÒacfeg`h`ilkÕkutPmKtP`P`i É ilk Ìhe|^ji[` ltpwg~tkomf>tdP\ko>pwg`siÐeut^¸mfi4ed^Ñg`s>^jk
^`P`ivedcKmfiwed^¦P`tpCq`coi\mftmÌedsÒ[U]_edcKmfiKk[`edP`ks>ilkacoedg`h`iKksledcfe KmfKcokumf^`ilk tPws±ebkotdpvpwiÑ[`^P`tpCq`coi1[U]_edcKmfiKk[jilk4acfedgjh`ilk ecfeXmflcu>knmf>^`iKkilkum4q~tcoPjligedc
m + n− 3 10052 %; :Õ= =A =,EÕ?¸=: &;>= ?,J &;=
Í ^`P`P`P`ahep ¨ Í ^`Pª ¬%eS[`tPjP`¼^`Pedsatcomfh`pwibg~t^`cDleds K^`s>iKcs>iÊgtd>[`kvpe É pr^`p [U]^`PilPjkoilpCq`s>ikumfedq`siÐ[edP`kÕ^`PÑacoedg`h`ig~tP`[`Kco ilPw^jmfs>kfedPmâs>e%[`bKtpwgtkumo>tPriKP lt^`g~ilk ¸Í liKcotPjiiKm mfiKg`hedPjtb¨ Í ¬[`tP`P`iKPmÐg~t^`c,sil^`cNgedcnm,^jPbeds>adtcomfh`pwi<gtd^`cleds K^`s>iKcÕs>i4gt[`kNpe É pr^`p[U]^`P`i Ks>>^`i Ò]_eds>adtcomfh`pwiÕ[`tP`P`,ilkumÕsi,ku^`yedPm<s>iÐg~t[`kºpve É >pr^jp¯[U]_^jP`i ls>^`i,iKkumÒsiÐg~t>[`kpve É >pr^`p []_^`PjiDls>^`iw[edP`krsilkacfedgjh`ilksedcoeXKmolcokumo>^`ilkC[`is>eÊ[` ltpwgtdkomo>tP¦ilP Kt^`g~ilk µivpvedcu|^jil^`c
u[edP`ks>iwacfeg`h`ijedcoeXKmolcokumo>^`i
HeKtpwpviÑg~t>[`k
maxv∈V ∩NH′(u) w(v) t#H ′ ilknm,s.]_^jP`>^`ied^¸mfcoiacoedg`h`ipecfeXmflcu>knmf>^`ig~tkokul[ePmxs>i<pvedcu|^jil^`c
u |Í iKm,eds>adtcomfh`pwi,PU]ilknmgedk KtcocuibKms>e<a^`cui ¸ rilP©g`culkoiKPmfiC^jPrKtPmfcuii É iKpvgjs>i
37% 5 h#N % Nh% !, 2 ,#
G
d
ew vw
ab
cv
a b c
ed
ÀjÁ¾ÃP`ÃÆ Ç °ed^hÌh`iÕ^`P acfeg`h`i©[`igecomo)gt^jcwsil^`iKs4s.]es>atcumoh`pvigt^jcws>emfed>ss>iz[jiÊs>eg`s^`kacfedPj[`i ls>^`i[`tP`P`[edPjkC¨ Í ¬ Ìh`t^`i t^`k4s>iKkgt[`kkotPm4[`i
1 cutmoiÑkotPedcoq`cui[`ib[` ltpwg~tkomf>tdPSilPoKt^`g~ilk ^`,ilkumÑKaedsilpwilPm\kotdP'^jP`>^`ib[` ltpwg~tkomf>tdPSg`cuilpw lcui iKkpvedco^`iK^`cokkotdPm
viKmw ω(G) = 4
iKm4s>ercolg~tP`kui[`isà]_eds>atdcomoh`pwiiKkum3
µi<s>ilpwpwi j ·I[`tdP`P`isà]_eds>adtcomfh`pwiÒ[`i Í ^`P`Pj>P`ah`edp µi<s>ilpwpwi j [`tdP`P`i<^`Pwedsatcomfh`pwig~t^`c es l^js>ilc<si1gtd>[`k<pve É >pr^jp8[U]^`P`i Ks>>^`i ilP©^jmo>s>kfedPm<s>er[`bKtpwgtkumo>tPbiKPKt^`g~ilk tm
G = (V,E)^jPAacoedg`h`i)mfiKs^`i
G = G1 ∗ G2 G1 = (V1, E1) G2 = (V2, E2)im
V1 ∩ V2 = v tm w : V → N^`P`i ¤tPhKmftP)[`igtdP`[`lcoemftP
ÕY¸QSQSYmvFLM "!#CV@ J + -zL OFQR+Sa = αw(G2 −NG2 [v])
][Sa′ = αw(G2 − v)
Fl QW fαw(G) = αw|v→a′−a
(G1) + a.
ÕY¸QSQSYmvFLMMLpOFQR+Sa = ωw(G2[NG2(v)])
2l QW f ωw(G) = max(ωw(G2 − v), ωw|v→a
(G1))
4 ` Q Uhf SWYXSNR Q U Ë P e >pwpwl[`>emfiKpviKPmωw(G) ≥ ωw(G2 − v) i g`s>^jk¦tdP e
ωw(G) ≥
ωw
(G[(V1\v)∪NG2(v)]
) im ωw
(G[(V1 \ v) ∪NG2(v)]
)= ωw|v→a
(G1) ledc NG2(v)iKkum@^`P
pwt¸[`^js>iÕ[`iG[(V1\v)∪NG2(v)] È P;KtP`kul^`ilPhli ωw(G) ≥ max
(ωw(G2 − v), ωw|v→a
(G1))
È PAt^jmocoi tdPAeωw(G) = max
(ωw(G2 − v), ωw|v→a
(G1)) g`^`ko^`iÊko
Cilknm^`PjirKs>|^ji
[`iG
es>tcukrkotmC ⊆ V2 \ v
iKmw(C) ≤ ωw(G2 − v) kotm C ⊆ (V1 \ v) ∪ NG2(v)
imw(C) ≤ ωw|v→a
(G1) µilk1s>iKpvpwilk j ·iKm j coiKkog~ibKmoydilpwilPm g~il^jydilPmnKmocoi\^jmo>s>koKkIg~t^`ccleds K^`s>iKc
αw(G)im
ωw(G)[U]^`Padcfedg`hji
GilP^jmo>s>kfePmIkfe)[`bKtpwgtkumo>tP¼iKP lt^`g~ilk
T Ò]>[`Ki\ilkumnKils>sir[`tPjP`ligedc Í KilcotdP`iziKm mfiKg`hedP`t ¨ Í ¬ Ë PSg`coiKP`[ ^`P`iDKt^`g~i
V1, V2[`^acoedg`h`i eyi Eltpwpwi
[` ltpwgtdkomo>tPSko>pwg`siG1
imG2 [jibpedcu^`il^`c
v moilsk\|^jiG2
ilknmv^jP'adcfedg`hjibg`coiKpvilc ^`Pacoedg`h`icKtpwg`s>imÐt^)^`P`iIKmftd>s>i F.Í ]_iKkumC[`coi%tdPbg`coiKP`[)^`P`i ltd^`gi KtcocuilkugtPj[edPm4r^`P`iedcKmoi[`iwsà]_edcoqjcoiÑ[`iw[`bKtpvg~tkumftP>PK>[`iKPmfiwÊ^`Pjij¤iK^`>ss>i 5 Ë P leds K^`s>i
a = αw(G2 − NG2 [v])im
a′ = αw(G2 − v) g`^`ktP leds K^`s>i©co l^`cukoydilpwilPmαw|v→a′−a
(G1) ]_edg`clkbsiÊsilpwpvi tdP eαw(G) = αw|v→a′−a
(G1) + a ^ Peds tPÊed^`coejleds K^`s>ed^©g`s^`k[`il^ É ¤td>k<s>i1g~t[`k<pe É pr^`p[U]^`P©ilP`kuilprq`sikumÌeq`s>i1ku^`c Ìh`ed^`iadcfedg`hji edcoeXKmolcokumo>^`i[`is±er[` ltpwg~tkomf>tdP
q, ? ,#
100./ bHK7 &;:¯=º? 9<=#9<7 .EÕJ9>7%E t^jk4mf^`[j>tP`k<[`edP`k limomoikuibmf>tdP©si%g`cutq`s KpviI[`i[`tpw>Pemo>tPviKmkuilk<yedco>edPmfilk tm G =
(V,E)^`P)acfeg`h`i%mfiKsU^`i
G = G1 ∗G2 G1 = (V1, E1) G2 = (V2, E2)imV1 ∩ V2 = v tm
w : V → N^`P`i ¤tPmf>tdP©[jig~tP`[jlcfemf>tdP µi¦silpwpviko^`ydePm)Pjt^`k)pvtdPmocoi ltdpvpwilPm'es l^js>ilcs±eSmÌe>s>sipw>P`pr^`p [U]^`PilP`kuilprq`si
[`tpw>P`edPm ltPjP`i É i eyi ^jP`i[jbltdpvg~tkomftPzilPrltd^`giKkku>pwg`s>i ÕY¸QSQSYmvFLMVJ2LpOFQR+S
a1 = minu∈V1 w(u)][Sa2 = minu∈V2 w(u)
?l QW f Q U Y 5
γ w(G) =
min(γ w(G1 − v), γ w(G2 − v), a1 + a2
) f R NG1 [v] = V1
][SNG2 [v] = V2
^γ w|v→a1
(G2) f R NG1 [v] = V1
][SNG2 [v] 6= V2
^γ w|v→a2
(G1) f R NG1 [v] 6= V1][SNG2 [v] = V2
^γ w|v→0
(G1) + γ w|v→0(G2) f R NG1 [v] 6= V1
][SNG2 [v] 6= V2
4 ` Q Uhf SWYXSNR Q U edP`kIs>ig`coiKpvilcpedk G iKkum%s>e%utd>Pmf^`cui[jiG1 − v
iKmG2 − v OPÊilP`kuilprqjs>i
[`tpw>P`edPmdltP`Pji É i%pw>P`peds|ilknm,[jtP4kotmx^jPilPjkoilpCq`s>i4[`tpw>PePm KtP`P`i É i[`iG1−v kotdmN^`PilPjkoilpCq`s>i[`tpw>P`edPm ltPjP`i É i[`i
G2 − v kotdmsà]^`P`tPb[U]^`P©kotpwpvim<[`iG1 − v
iKm4[`iG2 − v
edP`kCs>iw[`il^ É lpwi ek ko D ilknmr^`PiKP`koiKprq`si[`tpw>P`edPmtKtP`P`i É ipvP`>pr^jp [`iG
es>tcukD ∩NG2(v) 6= ∅ D ∩ (V1 \ v) 6= ∅ edstcok |D ∩ (V1 \ v)| = 1
g`^`>ku^`iD
ilknmIpw>Pj>pveds iKmedP`kow(D ∩ (V1 \ v)) = a1 µi%mocotko Kpvi edkilknmIku>pw>s>ed>cuie^Ê[`iK^ É Kpvi
edP`ks>i\[jilcoPj>ilc ledk kutm D ^`P¦ilPjkoilpCq`s>iÑ[`tpw>P`edPm ltPjP`i É iw[`iG D ∩ NG1(v) 6= ∅
iKmD∩NG2(v) 6= ∅ s>tdcok
D∩V1∪vilknmÕ^`P\ilP`kuilprqjs>iÐ[`tdpvPedPmKtP`P`i É i<[ji
G1
iKmD∩V2∪vilknm4^`PÊiKP`koiKprq`si[jtpvPedPm KtP`P`i É i[`i
G2 P`koγ/w(G) ≥ γ
/w|v→0
(G1) + γ/w|v→0
(G2) isà]_ed^jmfcuicmf ku D1
iKkum4^`P©ilP`kuilprq`si[`tpw>PedPm KtP`P`i É i[`iG1
imD2
ilknm4^`P)ilP`kuilprq`si[`tpw>P`edPm KtP`P`i É i,[`i
G2 es>tcuk D1∪D2\vilkumltP`Pji É i iKkumÒ^jPrilP`kuilprqjs>iÐ[`tdpvPedPmX[`i
GiKm
w(D1∪D2 \v) = w(D1)+w(D2) 7 ^ PedstPeγ/w(G) = γ
/w|v→0
(G1)+γ/w|v→0
(G2) µipjlpwi tPÊevsisilpwpviku^`yedPm4gtd^`csig`cotqjs lpwi[`itKs>|^ji[jtpvPedPmfi evg`cuil^jydiCilknm
mfclkkopvs±edcoi;lilss>i1[`^©s>iKpvpwi j ÕY¸QSQSYmvFLMVv2LpOFQR+S
a1 = minu∈V1 w(u)][Sa2 = minu∈V2 w(u)
?l QW f Q U Y 5
γ w(G) =
min(γ w(G1 − v), γ w(G2 − v), a1 + a2
) f R NG1[v] = V1
][SNG2 [v] = V2
^γ w|v→a1
(G2) f R NG1[v] = V1
][SNG2 [v] 6= V2
^γ w|v→a2
(G1) f R NG1[v] 6= V1
][SNG2 [v] = V2
^γ w|v→0
(G1) + γ w|v→0(G2) f R NG1[v] 6= V1
][SNG2 [v] 6= V2
!@t^jcNsilkÕg`cutq`s KpviKkÒilP`kuilprqjs>ikumfedq`s>i ls>^`i<imxsilkÕ[`iK^ É g`cublK[`ilPmoilk,yedcu±edPmfiKkÒ[U]ilP`kuilprq`si[`tpw>P`edPm si\g`cotqjs lpwiÑbcoKkot^`[jcoiwko^`cs>iKk ltpwgtdkfedPmfiKkmÌedm1kotdms>iÑpjlpwi kutms>eyiKcokotP
37% 5 h#N % Nh% !, 2 ,#
g~tP`[`Kcoli[`^gjcotq`slpwi !Xt^`c4ilP`kuilprq`si[jtpvPedPm tdPewqiKkotPÊ[`i[` `P`>c^`PÊg`cotqjs lpwig`s>^jkaKP`lcoeds tm
N = N ∪ +∞iKmw : V → N
4 tm Πi : N4→ N
s>e¼g`cotui Kmo>tP [`i)s±elpwilt|tcu[`tP`P`Ki i ∈ 1, 2, 3, 4 tm
w(G,D,w, u) =
Π1(w(u))kuu ∈ D
imNG(u) ∩D 6= ∅,
Π2(w(u))kuu ∈ D
imNG(u) ∩D = ∅,
Π3(w(u))kuu 6∈ D
imNG(u) ∩D 6= ∅,
Π4(w(u))kuu 6∈ D
imNG(u) ∩D = ∅.
µi ´ R~ZT@®\½¾Ï|XÏ¡£WZ.®KÏ[U]^`P©ilP`kuilprq`siD
[eP`kG
ilknmw(G,D,w) =
∑
u∈V (G)
w(G,D,w, u).
tmCW¤Y RQ¹X¡Y TXY TXR~QZ£j ¤R ½¾Ï|Ï|¡£WZZ®lϼ[`iG Pjtdmf γ (
w(G) siÑgt[`kalP`Kcfeds>ku
pw>P`pr^`pG[U]^`Pkut^`kn¶DilP`kuilprqjs>i[`ikotpwpvimfkD
[`iG sµilkum ZeXK>si%[`iytc<|^jiP`tdprq`coi1[ji[`t¶
pw>Pemo>tPÑaKP`lcoeds>ko4ilknm<^`P`i%adlP`Kcfeds>kfemf>tdPw[]_iKP`koiKprq`s>iI[`tpw>PedPm gj^`>ku|^ji γw(G) = γ(w′(G)eyi
w′(u) = (w(u), w(u), 0,+∞)g~t^`c\mft^¸m
u ∈ V skl]_edamved^`koku[]_^`PjiÊaKP`lcoeds>kfemo>tP[U]ilP`kuilprqjs>ir[`tdpvPedPmmotdmÌes eyi w′(u) = (w(u),+∞, 0,+∞) iKm1[U]ilPjkoilpCq`s>i[`tpw>PedPm>P¸¶[`KgiKP`[edPm eyi w′(u) = (+∞, w(u), 0,+∞) ÕY¸QSQSYmvFLM HLpOFQR+S
a1 = γ w|v→(0,∞,∞,∞)
(G2),
a2 = γ w|v→(∞,∞,0,∞)
(G2),
a3 = γ w|v→(∞,0,∞,∞)
(G2),
a4 = γ w|v→(∞,∞,∞,0)
(G2).
l QW fγ
w(G) = γ
w|v→(a1,a2,a3,a4)(G1).
4 ` Q Uhf SWYXSNR Q U tm w′ = w|v→(a1,a2,a3,a4) tm D ^`P¼kut^`k5¶3ilPjkoilpCq`s>i\[`iV ^`g`g~tkotPjk%^`i
D ∩NG2(v) = ∅imD ∩NG1(v) 6= ∅ edP`k li ledk tP©tqjmo>iKPm
ww′(G1, D ∩ V1) = a3 +∑
u∈V1
ww(G1, D ∩ V1, u)
≤ ww|v→(∞,0,∞,∞)
(G2, (D ∩ V2) ∪ v
)+∑
u∈V1
ww
(G1, D ∩ V1, u
)
≤∑
u∈V2
ww
(G2, (D ∩ V2) ∪ v, u
)+∑
u∈V1
ww
(G1, D ∩ V1, u
)
≤ ww(G,D).
q, ? ,#
pvs±edcoilpwilPm ko D ∩NG2(v) = ∅iKmD ∩NG1(v) = ∅
eds>tcukww′(G1, D ∩ V1) ≤ ww(G,D) imko
D ∩NG2(v) 6= ∅edstcok
ww′(G1, (D ∩ V1)∪ v) ≤ ww(G,D) edPjkÐmft^`k,s>ilk ledkÐtPbtdqjmfilPmγ(w′(G1) ≤ ww(G,D) e >Pjko
γ(w′(G1) ≤ γ
(w(G) tm
Di i ∈ 1, 2, 3, 4 [`ilk4kot^jkn¶3iKP`koiKprq`silk[`iV2 ∪ v
moilsk4^`ia1 = ww|v→(0,∞,∞,∞)
(G2, D1),
a2 = ww|v→(∞,∞,0,∞)(G2, D2),
a3 = ww|v→(∞,0,∞,∞)(G2, D3),
a4 = ww|v→(∞,∞,∞,0)(G2, D4).
tmD′ ^`P©kot^jkn¶3iKP`koiKprq`si[ji
V1 ∪ v tm
D =
D′ \ v ∪D1
kov ∈ D′ iKm D′ ∩NG1(v) 6= ∅
D′ \ v ∪D2
kov ∈ D′ iKm D′ ∩NG1(v) = ∅
D′ ∪D3kov 6∈ D′ iKm D′ ∩NG1(v) 6= ∅
D′ ∪D4kov 6∈ D′ iKm D′ ∩NG1(v) = ∅
stcokγ(w(G) ≤ ww(G,D) ≤ ww′(G1, D
′) P`koγ(w(G) ≤ γ
(w′(G1)
td^jm Ktpwpvibg~t^`c\silkÑg`cotdq`s KpviKkwiKP`koiKprq`siÊknmÌedq`sibiKm ls>^`i lilkvs>iKpvpwilkrg~il^¸yilPm Kmfcui^jmo>s>koKkÐgtd^`c edsl^`silc<si1gedcfep mfcoi
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edk1[edP`k1siCedk1adlP`Kcfeds s>iCg`cotqjs lpwirkuilprq`sirg`s^`k ltpwg`si É i g`^`>ku^`iÑkoG = G1 ∗ G2
χ(G)P`ig~il^jmCgedksKmfcui[`K[`^`mtZeXK>s>iKpviKPm[jilkCkuts>^¸mf>tdP`k[jilkCkut^`k5¶3g`cutq`s KpviKkCku^`c
G1
iKmG2 Ò]es>atcumoh`pvi edsl^`silcoe¼s>i)P`tprqjcoiEÌh`cutpemf>^`i)g~tP`[`Kco)[`iKkvkut^`kn¶Dacfeg`h`ilkjltdcocoiKkog~tP`[ePmok
ed^ É P`t|il^j[`kI[`isà]_edcoqjcoi[`iC[` ltpwg~tkomf>tdPÊiKP=lt^jgiKkIilPjcfeXK>P` [` P`@vs±ewkoi KmftP ¸7 gt^jc^`P`i;Kts>sibmf>tdP¼[`iC¤tPmftP`k1[`i\g~t>[jk tm G ^`Pacfeg`h`i iKm T kutP¦edcoqjcoi\[`i\[` ltpwg~tkomf>tdPilPrltd^`giKk es l^js>1gedci É iKpvgjs>iilP©^jmfs>kfedPm<s.]edsatcumfhjpvi4s>P`edcoi%[ji edh`s>h`ed^`k¨ edh··¬ Ë PÌh`tkomÒedcuq`mocfedcoilpwilPmº^`P\P`t|il^`[
r[jiÐsà]_edcoqjcoiÐ^U]tPÑg`coiKP`[`coe KtpwpvixcfeXK>P`iÐ[ji
Tgt^jcâs>iÐcuilknmfi
[`i limomoikuibmf>tdP tdmocoiedsatcomfh`pwimfcfeyeds>s>iKcfeCcubK^`cokuyiKpviKPmIku^`csà]_edcoq`cuiT
iKP`cfeXK>P`iKPr Ë Pbcfedg`g~ilss>i4^`i%g~t^`c,^jPbP`t¸iK^`[
h[`iT G∗
h
iKkum<siacoedg`h`i edcoeXKmolcokumo>^`i KtcocuilkugtPj[edPmed^wP`t|il^`[
h[`iT Gh
iKkumNs>i<acoedg`h`i Ktcocuilkog~tP`[`edPmÐed^Ñkut^`kn¶Dacfeg`h`iilP`coeXlP`ilPh iKmNko h 6= r
vh
iKkums.]_^`Pj>^`irpvedco^`iK^`ccKtpvpC^`PG∗
h
imG∗
h′ t# h′ ilkumsiCglcui\[`ih
[`edP`kT tdmfi\^`i
Gr = G Ë Pvg`culkuilPmfi4P`tdmocoiedsatcomfh`pwixs>ea^`cui j ² e%yeds>[`mo,ilknmNqedkoKiko^`cÕs>iKkÒs>iKpvpwilk ¸ %imj ² µiKkNPjtdmÌemo>tPjkÒko^`ydePmoilkÕkotdPmN^jmo>s>koKilkâmot^jmNed^ws>tPja1[`is±e%koi Kmo>tP tm C ^jP`i ltstcfemo>tPw¶DgtdP`[`lculi[`i
G = (V,E)imV ′ ⊆ V Ë P©P`tdmoig`edc
CV ′
s>eCltss>i KmftPb[`i1mftd^`ks>ilkiKP`koiKprq`s>iKk
37% 5 h#N % Nh% !, 2 ,#
"!#(T )$%'&)(+*-,/.1032546()78(+,:98,;98*-<-=?>A@B=C)DE&)DF=?%G,H%I<-=?J8@B,-C
T98,
G KL =?()&)DF,M.NF,%1=?>O78(+,;<+P8(+=?>M46&)DFQRJ1,;98,GSTRUWV
X VY Z V %1=R,HJ19 h98,
T K 98,-C\[],HJ8DENENF,-C"^ N_4 (`4?<HDE%1, K =?a k,-C)&NF,%1=?>;78(+,O98,b1NFC
98,h,H&
h1, h2, . . . , hk
C+=?%'&"C+,-C\b1NFCc
h 6= r d1e Y cDh ← ∅X VY b
Sf0 g n hid Y6f
Dh ← Dh ∪ (kjBlm'
(h, b, k,Dh1 , Dh2 , . . . , Dhk)− b, b)n X VY
c o Y6f Z VY f'Y pjBl1m' (r, 0, k,Dh1 , Dh2 , . . . , Dhk)n c
n X VYn rq6stP8(+=?>M46&)DF<-u"J8>;7,H(Hv
kjBlm'(h, b, k,Dh1 , Dh2 , . . . , Dhk
)STRUWV c
k = 0 d1e Y cc B_w∗ : V ∗
h → N&+,HNQRJ1,
∀v ∈ V ∗h \ vh K w∗(v) = 1
,H& K C)D h 6= r K w(vh) = bY6f Z VY fRYχw∗(G∗
h)c c B_
m← +∞X VY cSWf
0 g 2n hwd YxfX VY iSWf
1 g k hwd Yxfc B
ai ← min
a′ : ∃b′&+,HNpQ'J1,
(a′, b′) ∈ Dhi
,H&a′ + b′ ≤ c
n X VYc
w∗ : V ∗h → N
&+,HNQ'J1,@=?J8(&+=?J8&i ∈ 1, 2, . . . , k K w∗(vhi
) = ai K@B=?J8(&+=?J8&v ∈ V ∗
h \ vh, vh1 , . . . vhk K w∗(v) = 1
,H& K C+D h 6= r K w(vh) = b
m← min
(m,max
(c, χw∗(G∗
h)))
n X VYY6f Z VY fRY
mn c n rq6stP8(+=?> L @8NEDE&Hv
ÀjÁ¾Ã`ÃÆ©Ç s>atcumoh`pvi edsl^`s>edPm<s>i1Pjtprq`cui Ìh`cotpvemo>^`i
q, ? ,#
kumfedq`silkÐ[`iIs±esKts>tdcfemo>tPC
^`,ltPmo>ilPme^bpvtP`kN^`PbkotpwpwiKmx[`iV ′ ]_iKkum4C[`coi
CV ′ = 〈S ∈C : S ∩ V ′ 6= ∅〉 Ë PPjtdmfiwgedc
D(G,w, V ′)s.]_iKP`koiKprq`s>iÑ[`iÑmftd^`ks>ilknltd^`g`s>iKk
(a, b) ∈ N × NmfiKs>kr^U]>sÕÓ em^`P`iEltds>tcoemftPx
g~tP`[`KcoKiC
[`iG
eyi a + b
lt^js>il^jcokrim|CV ′ | = a Ë P
ytdmCZeXK>silpwilPm\^`i)ko(a, b) ∈ D(G,w, V ′) eds>tcuk (a′, b) ∈ D(G,w, V ′)
gtd^`cCmftd^jma′ > aiKm
(a, b′) ∈ D(G,w, V ′)gtd^`c\mft^jm
b′ > b Ë P'[`mv^U]^`Pult^`gjs>i(a, b) ∈ D(G,w, V ′)
ilknmQZ@ZQS£WNko
(a − 1, b) 6∈ D(G,w, V ′)im
(a, b − 1) 6∈ D(G,w, V ′) tdmfiv^`ivgtd^`c Ìhed^`iltd^`g`s>i1pw>Pj>pveds
(a, b)[`iD(G,w, V ′) tPÊe
a ≤ χw(G)imb ≤ χw(G)
gedcnmf>c[`ipedPmfilP`edPm g~t^`cEÌh`ed^`iP`t¸iK^`[h 6= r tdP eg`giKs>si¼sà]ilP`kuilprqjs>i
D(h) =D(Gh− vh, w,NGh
(vh))s>iD
Y|@®KY¸Q¹@WZYw[`ih t#bg~t^`cxmft^jm
v ∈ Vh \ vh w(v) = 1 tdmocoiedsatcomfh`pwi^¸mf>s>kuizs±e¼g`cutacoedpvpvemo>tP[¸Ó¸P`edpv^`ibiKmjes l^js>ib[`iKkvP`t|il^j[`ks>ecoeXlP`i gt^jcÌhed^`iP`t|il^`[
h 6= r[ji
T s>i D ¶DilP`kuilprqjs>i[`ih
[jilg`^`ksilkD¶3iKP`koiKprq`silk4[`imot^`k4koiKk sk ^
Pes sFedsl^`si χ(G)[`ilgj^`>ks>iKk
D¶3iKP`koiKprq`silk[`ilksk<[`is±e\cfe l>Pji
r µivsilpwpvi\ku^`yedPmi É gtdkoiwsà]tgKcfemo>tP¦)i É bK^jmfiKcrg~t^`c Ìhed^`ivP`t¸iK^`[S[jivs.]edcuq`coiÑ[`iw[` ¶ltdpvg~tkomftP g~t^`c edsl^`silckutP
D¶DilP`kuilprq`si¼iKmzkotP P`tdprq`coiqÌh`cotpvemo>^`i ilP ^jmo>s>kfePmvs>iKk
D¶DilP`kuilprq`silkÕ[`ikoiKk `s>k tm h ^`PvPjt¸iK^`[v[ji
T tdm G∗h = (V ∗
h , E∗h)
s>i<acoedg`h`i ledcfeXmfKco>knmf|^jiltdcocoiKkog~tP`[ePm
h iKmkutmGh = (Vh, Eh)
s>i%adcfedg`hji ltcucoilkugtdP`[edPmed^)kot^jkn¶3adcfedg`hjiiKP`cfe l>PjilPh tm h1, h2, . . . , hk
silk9s>kÕ[`ih[eP`k
T 7 s>tcukGhi
iKkumxs>iacfeg`h`i ltcucoiKkog~tP`[edPm,ed^kut^`k5¶edcuq`coiilPjcfeXK>P`ilP
hi
iKmvhi
ilknmIs.]_^`Pj>^`i1pvedco^`iK^`cilPrltpwpr^`P©G∗
h
iKmGhi
!@t^`cku>pwg`s> ilcs>iKk%P`tdmfemftP`k[edP`k%siCsilpwpvi j iKm1koezg`coiK^jyi tPP`tmfilcoe
Gi = Ghi= (Vi, Ei) vi = vhi
imG∗ = G∗
h = (V ∗, E∗) ºÍ tpwpviw>sxemfz[`mCgjcobKl[`iKpvpwilPm Gh = G∗ ∗ G1 ∗ . . . ∗ Gk tmw : Vh → N
^`P`i ¤tPhKmftP)[`igtd>[`k ÕY¸QSQSY vFLMFL - Q T W SQ T S i ∈ 1, . . . k ^ f QR+S (ai, bi) ∈ D(Gi − vi, w,NGi
(vi))COFQR+S
C 8 ] Uhf ] `ji ]KaV] SQ T S] f ] f 2_Q QWYXSNR Q Uhf w g Z Q U a,4[W34_] f C aV]Gh
YX]32|CVi\vi| = ai + bi
][S|CNGi
(vi)| = ai
2l QW f
minC∈C|C| = max
(χw∗(G∗), max
i∈1,2,...,k(ai + bi)
)
Qw∗ : V ∗ → N
S]&Pk T ]sZ Q T W SQ T S i ∈ 1, 2, . . . , k, w∗(vi) = ai
^s][SPZ Q T WDSQ T S v ∈ V ∗ \v1, v2, . . . , vk
^w∗(v) = w(v)
4 ` Q Uhf SWYXSNR Q U Ë P¼cfedgjgiKs>s>i^`irkuC
ilknm%^`PjiCltstcfemf>tdP©g~tP`[jlcoKir[`iG iKm V ′ ⊆ V es>tcuk
CV ′
ilknmN[` Pj ltpwpvi,s>iÐpr^jsmf ¶3iKP`koiKprq`s>ix[`ilkÕiKP`koiKprq`s>iKkÕkumÌeq`s>iKkÒ[`iC
^``tPmÕ^`P`iPmoilcukoibmftPP`tP)y|>[`ieydib
V ′ !Xt^`c<mft^¸mi ∈ 1, . . . , k kotdm Ai = NGi
(vi)iKmBi = Vi \NGi
[vi] Ë P pvtdPmocoi^`iSmot^jmfiKkÊsilkltstcfemo>tPjkC ∈ C
ltPmfilP`PjilPmed^ pvtd>P`kmax
(χw∗(G∗),
maxi∈1,2,...,k(ai + bi)) iKP`koiKprq`silkNkumÌeq`s>iKk !@t^jcÕmot^jm i ∈ 1, . . . k ai + bi = |CVi\vi| ≤ |C|
scoiKkumfig`cut^jydilc^`iχw∗(G∗) ≤ |C| !@t^`cjliKs±e tPultPjkumfcu^`mv^`P`irltds>tcoemftP gtPj[`lculi
C∗ [`i(G∗, w∗)
[`ilgj^`>kCVh\
Ski=1 Bi
!Xt^`cvmot^jmS ∈ CVh\
Ski=1 Bi
kutmS∗ ⊆ V ∗ s.]_iKP`koiKprq`si
yKco ¾edPmS∗ ∩ (V ∗ \ v1, . . . vk) = S ∩ (V ∗ \ v1, . . . vk) im\gtd^`cmot^jm
i ∈ 1, 2, . . . , k vi ∈ S∗ kuIimbkoiK^`s>iKpviKPmzko
S ∩ Ai 6= ∅ tdmotP`kz^`iS∗ ilknm)^`P ilPjkoilpCq`s>i¼knmÌedqjs>i[ji
G∗ tmC∗ s>ivpr^`smf¶DilP`kuilprqjs>iÑ[`imot^`kCsilkriKP`koiKprq`silk
S∗ ºÍ s±edcoiKpviKPm|C∗| ≤ |C| izgjs>^`k
C∗
37% 5 h#N % Nh% !, 2 ,#
ilknmz^`Pji=ltstcfemf>tdPw∗ ¶3g~tP`[jlcoKi[`i
G∗ g`^`>ku^`ig~t^`cwmft^jmi |C∗
vi| = |CAi
| = ai P`kominC∈C |C| ≥ max
(χw∗(G∗),maxi∈1,2,...,k(ai + bi)
) sÒcoiKkumfivb[`lpwtPmfcuilc1s.]_Kaeds>mf !@td^`c lils>ebtP ltP`knmfcu^`m^`Pji Kts>tcoemftP
w¶3g~tP`[`Kcoli
C[`i
Gh
moilss>iI^`iC ∈ C
iKm|C| = max
(χw∗(G∗),maxi∈1,2,...,k(ai + bi)
) tm C∗ ^`P`i ltstcfemo>tPw∗ ¶3g~tP`[`KcoliÑpw>P`pr^`p [`i
G∗ imgt^jcmot^jmi kutm Ci
^`P`ijltstcfemf>tdP¼[`iGi − vi
moils>si\^`i|Ci| = ai + bi
im|Ci
Ai| = ai Ë P ltP`knmfcu^`m
C[`is±erZeltPku^`yedPmoi edP`krs>eÊg`cuilpw lcuimÌedg~i tP g`cuilP`[ ^`PSilP`kuilprq`si
kumfedq`siS∗ ∈ C∗ iKm@gtd^`cµmft^jm
i ∈ 1, 2, . . . , k ko vi ∈ S∗ tPg`coiKP`[C^`PCilP`kuilprq`sixknmÌedqjs>iSi
[eP`kCi
Ai ku>P`tPwtPwg`coiKP`[
Si[edP`k
Ci \CiAi ]>sP`i4coiKkumfied^K^`PiKP`koiKprq`siknmÌedq`si tPvg`coiKP`[
Si = ∅ Ë Peut^¸mfiC
sà]ilP`kuilprq`siS = S∗ \ v1, . . . vk ∪
⋃k
i=1 Si Ë PÊP`tdmfi^`i
Silknm1^`PÊilP`kuilprq`si
kumfedq`si Ë PzculgKmoi liKmumfi%tdgKcfemo>tPu^jko^U]_ Ki%^`iC∗ kotm,y|>[`i Í tpwpwi
w∗(vi) = ai = |CiAi| >sP`icoilknmfied^K^`P©ilP`kuilprq`si[edP`k
Si ∈ Cimoilsµ^`i
Si ∩ Ai 6= ∅\s±e P©[`is±ergjcoilpw Kcoi1mÌedg~i
edP`k<s>eC[`iK^ É lpwi1Kmfedg~i mfedPm^U]_si É kumoi1^`Pi ∈ 1, 2, . . . , k
moils|^jiC i 6= ∅ tPbgjcoilPj[ g~t^`cmft^jm
i ∈ 1, 2, . . . , k ^`PilP`kuilprq`siCknmÌedq`siSi ∈ Ci
kuCi 6= ∅ ko>PjtPtPg`coiKP`[
Si = ∅ Ë P©eut^jmoiC
sà]ilP`kuilprqjs>iS =
⋃k
i=1 Si Ë P)P`tmfi%^`i
SiKkum^`P)iKP`koiKprq`s>i1knmÌedqjs>i sUPU]ilkum4gek
[` * K>si%[`i1ytc<^`iC
ilkum4^`PjinKts>tdcfemo>tPw¶3g~tP`[`KcoKi1[`i
Gh im^`iC ∈ C B s>e PC[`iNs±eg`cuilpw lcuiÕKmÌegi C e
χw∗(G∗)ilPjkoilpCq`s>iKkºkumfedq`silk imºg~t^`cmftd^jm i ∈ 1, . . . , k
Cie
max(0, |Ci \ Ci
Ai| − |C∗ \ C∗
vi|)
= max(0, bi − χw∗(G∗) + ai
) ilPjkoilpCq`s>iKkCkumfedq`silkCcuilk5¶mÌePmok V stcokNtPze ut^jmfi4[edPjk,s±e[`il^ É lpwimÌedg~i
max(0,−χw∗(G∗) + maxi∈1,2,...,k(ai + bi)
)
ilPjkoilpCq`s>iKkknmÌedq`silkC h >Pjko Ñs>e<P
|C| = max(χw∗(G∗),maxi∈1,2,...,k(ai + bi)
) stcok
χw(Gh)iKkums>ipw>P`pr^`pG[`i
max(χw∗(G∗
h),maxi∈1,2,...,k(ai + bi)) gedcupvUmot^`ks>iKk
Ìh`t É g~tkoku>q`silkÒ[`iKkk¶3^`gjs>iKm (
(a1, b1), (a2, b2), . . . , (ak, bk)) [eP`k
D(h1)×D(h2)× . . .×D(hk) !@td^`cmot^jmc ∈ N kotdm tc s>i
k¶3^jg`s>immoils^`irg~t^`cmft^jm
i ∈ 1, 2, . . . k (ai, bi)ilkumI^`P=Kt^`g`si
[`i(a, b) ∈ D(hi) : a+ b ≤ c
eydibs>i1g`s^`k<gimfmag~tkoku>q`si Ë Pbytm ZeXls>iKpviKPm ku t ilknmI^jP
k¶D^`g`siKm (
(a1, b1), (a2, b2), . . . , (ak, bk)) iKm
c = maxi(ai + bi) eds>tcukxsi Ìhjt É [`itc
iKkumÐed^zpwt>P`ked^`kukoxqtPS|^jizs>i Ìh`t É [`i
t Ò]_eds>atdcomoh`pwijleds K^`s>iχw(Gh)
ilPgjcoilP`edPm\s>ivpvP`>pr^jp gedcupvmftd^`ks>ilk
k¶3^`gjs>iKm
tc c ∈ 0, 1, . . . , 2n µi%s>iKpvpwigjcobKl[`iKPmpvtPmocfedmPKtpvpwilPmPedsl^`silcNs>iIPjtprq`cui Ìh`cutpemf>^`igtdP`[`lcu%[`iGh[`iKg`^`>k1silk
D¶DilP`kuilprqjs>ilk1[jilk s>kI[`i
h h iKkum^`PP`t|il^j[¦[jlcoiKPm[`ir tP[`tmcedsl^`silc%si
D¶DilP`kuilprq`si1[`i
h isilpwpvi%ku^`yedPmP`td^`kpvtPmocoi ltdpvpwilPm liKs±e\g~il^jmpKmocoi Zedm ÕY¸QSQSYuv2LM,'FL OFQR+S
G = (V,E) TeU WY[Z \ ]_^ v ∈ V][Sw : V \ v → N TVU ]Q U 2[SNR Q U aV]
Z QRa f OFQR+S b ∈ N][Sw′ : V → N
S]& f k T ] w′(v) = w(v)Z Q T W SQ T S v ∈ V \ v ^P][S w′(v) = b
l QW f (χw′(G)− b, b) ∈ D(G− v, w,N(v))
^][S(χw′(G)− b− 1, b) 6∈ D(G− v, w,N(v))
4 ` Q Uhf SWYXSNR Q U tm C ^`P`isltstcfemf>tdP
w′ ¶DgtPj[`lculiCpw>Pj>pr^`p8[`iG stcok
C ′ = 〈S \ v :S ∈ C〉
ilkumÐ^`P`icKts>tcoemftPw¶DgtPj[`lculiI[ji
G im<ered^pvtP`kbiKP`koiKprq`silkÐknmÌedq`silkxPU]eÓedPmgedk
[`ikotdpvpwiKmok<ilPrltpwpr^`P©eyi N(v) >Pjko
(χw′(G)− b, b) ∈ D(G− v, w,N(v)) ]>si É >knmÌedmX^`P`i ltstcfemo>tPw¶3g~tP`[`Kcoli
C[`iG−v
moilss>iÕ^`i|C| < χw′(G)
eÓedPmâed^Cpwt>PjkbiKP`koiKprq`s>iKkxknmÌedqjs>ilkÒP]eÓePmxgedkÕ[`ikutpvpwiKmokÕilPjltpwpr^`Pweyi
N(v) eds>tdcokÒs>i<pC^`smo¶3iKP`koiKprq`si
q, ? ,#
CtqjmfiKP^¼ilPe ut^jmÌePm
vvmot^`kIsilk4ilP`kuilprqjs>ilkIkumÌeq`s>iKkIPU]_eÓedPm1gekI[`ikotpwpvimfk4ilPmKtpvpC^`P
eyi N(v) koiKcfedm<^`P`i ltds>tcoemftP
w′ ¶3g~tP`[`Kcoli[`iG Ki|^jU>pwg`s>^`iI^`PjinKtPmfcoed[` mftP
edPmoilPePmPjt^`kkfeytdP`k ltpwpviKPm edsl^`silc%silkcKt^`g`silkpvP`>pved^ É [j^D¶3ilPjkoilpCq`s>ir[ji
h[`iKg`^`>kχw|vh→b
(Gh) b = 0, 1, . . . , n t^`k4eytP`k[`tdP%mft^¸m li^`µilknmP`bKilkokoed>cuiCrs>erg`coiK^jyi[`isà]_edsatcomfh`pwi »ÏR¾¡¿|QSYvFLM )?L 8 Y QW8R+S\ ` ] / +0()# *0- +=ZW ] U aD] U ] U SNW4_] TeU W$Y[Z \ ] G ][S f Q UYXW i W ]saV]ta,432_Q ` Z Q f R+SNR Q U ] U 2_Q T Z ] f T ][S 2$Y 2 T ] ] U Q `ji W ] 2_\VW Q ` YXSNRk T ]saV] G 4 ` Q Uhf SWYXSNR Q U ej¤tPmftP/+,( $%
(h, b, . . .)coiKmot^`cuP`i
χw(Gh) eyi w(v) = 1g~t^`c
mftd^jmv
[edPjkVh \ vh
iKm ko h 6= r w(vh) = b ilP^jmfs>kfedPm1si\s>ilpwpwi j )ims±ebcoiKpedcu^`iko^jyedPmÑs±e¼g`cuil^jydiÊ[j^'silpwpvi j !Xt^`c\mft^¸m
h 6= r s±e¼q~t^Ks>ibg`cu>PK>gedsi leds K^`s>iDh
|^jltdPmo>iKPm<mot^jmoilk<s>iKkÐgedcoiKk<pvP`>pr^jp#[`^
D¶3iKP`koiKprq`s>iI[`i
h ^jmfs>kfedPmxs>i%silpwpvi j ² h ^ `Peds sà]_edsatcomfh`pwipedsl^`si%s>i1P`tdprq`coi Ìh`cutpvemf|^ji1[`iGr = G
Ò]edsatcumfhjpvi leds K^`s>i4s>iP`tprq`cui Ìhjcotpvemf^`iI[`^acfedgjh`iI[`tdP`P`%iKPzilPmfculi ilPb^¸mf>s>koedPmÕilPkotd^`kn¶Dcot^jmo>P`iw^`P`iwg`cuteKl[`^`cui leds K^`s±edPmsivP`tdprq`coi Ìh`cutpvemf|^jivg~tP`[`Kcow[`ilkacfeg`h`ilknecfeX ¶mfKcokumf^`ilk sµPU]_iKkum4gedk[` *jl>si%[`ipwt¸[` ilc,sà]_eds>atdcomoh`pwig~t^`c<^U]>sFleds K^`s>i1iKPÊpjlpwi%mfiKpvgjk^`P`ipltds>tcoemftP\[`imÌeds>s>i,pvP`>pr^jp ko¾tPw^jmfs>koi<ilPwkotd^`kn¶Dcot^jmo>P`i4^`P`i4g`cuteKl[`^`cui leds K^`s±ePmÕ^jP`iltds>tcoemftPzg~tP`[`Kcolipw>P`pr^`pG[`ilkacoedg`h`iKk edcoeXKmolcokumo>^`ilk »ÏR¾¡¿|QSYmv2LM FL OR 8 Y QW8R+S\ ` ] T SR R f 4 Z Q T W 2$Y 2 T ][W ] U Q `ji W ] 2_\VW Q ` YXSNRk T ] Z Q U a,4[W4taV] f WY[Z \ ] f 2$YXWY,2[S 4[W8R f SRk T ] f aV] Yoa,432_Q ` Z Q f R+SNR Q U ] U 2_Q T Z ] f @ TVU S] ` Z f aV]
f(n,m)^ Y QW f ]
S] ` Z f SQS YHaV] 8 Y QW8R+S\ ` ]/+,(#*,- + ] f S ] U O(n3 · f(n,m))
4 ` Q Uhf SWYXSNR Q U Í iKmÑes>atcumoh`pvi\i É bl^¸mfiO(n2)
¤t>ksà]_eds>adtcomfh`pwirg~t^`cCsiP`tdprq`coi Ìh`cotdpe¶mf^`irg~tP`[`Kcorg~t^`cImot^`k%silkacfedgjh`ilk ledcfeXmfKco>knmf|^jilk%[eP`k%s±ev[`bKtpvg~tkumftPiKPmlt^jgiKk imsà]_edcuq`coi%[ji1[`bKtpvg~tkumftPziKPrKt^`g~ilkg~tkokl[`i
O(n)P`t¸iK^`[`k i1cuilknmfigiK^jm KmocoicZedm<ilPbmoilpwg`k
O(n3)ilPg`co ¶leds K^`s±edPm
mina′ : ∃b′mfilsµ^`i
(a′, b′) ∈ Dh
ima′+b′ ≤ c
g~t^`cmft^jm@P`t|il^`[h[`i
TiKmÒg~t^`cºmot^jm
c ∈ 0, 1, . . . , 2n È P;KtP`koK^`ilPKi s>ixmfilpwg`kºmotdmÌes¸iKkumÕilPO(n3 ·f(n,m))
zY|QS£`¡UVYL ]cS] ` Z f Z ] T S 2[SW ] Y ` 4& R QW4 ] U O(n2 · f(n,m))Z Q T W ] f Q U 2[SR Q Uhf f S]& ] f k T ]
f(a+a′, b+b′) ≥ f(a, b)+f(a′, b′)Z Q T W a, a′, b, b′ ] U SNR ][W f/f SW8R 2[S] ` ] U SZ Q f R+SR f sY Uhf 2_] 2$Y f ]S] ` Z f Z Q T Wt] 1 432 T S][W 8 Y QW8R+S\ ` ] Z Q T W ] U Q `ji W ]<2_\VW Q ` YXSNRk T ]PZ Q U a,4[W4 f[T W SQ T:f ] f WY[Z \ ] fZW ] ` R ][W f ] f S ] U O(f(n,m))
]& Y'] f S ] 2$Y f ZhYXWt] 1 ] ` Z ] f R f(n,m) = n+m
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G = (V,E)C+9/_B"25C(E,@/>-7/>-1$,2L"C
VC%2u5C%BA^C%2"+9C%&35N1C%+
V1C/V2
/.C%N1+XB"C|V1| ≥ 1
c|V2| ≥ 1
c∃W1 ⊆ V1
c∃W2 ⊆ V2
C/?N1C++.C%B5N1C%+,@9/>C+",2"+GC%2:/>@9C
V1C/V2
+.$'2:/e/.$'B5/>C+N0C%+e@./.C%+eC2:/>@.CW1
C=/W2
C/G/>$'B5/.C%+GN1C%+,@.=/>C+eC%2:/>@9CV1 \W1
C/V2 \W2
UAOEM'[email protected]"U7yC2L5$'2"2"CB"2C=AC%&)("N0C,U
f
h
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2½3"-76789$'-12:/C%+/L¾r¿ÁÀEÂ +9-|V1| = 1
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U?Ã2 (HC%B5/L2"$,/.C%@XB"CÄ/.$'B5/.C%+^N0C%+3"-Å6(E,@/>-7/>-1$,2"+V1, V2
h'C%#|V1| = 1
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ikj7d eýgfgyxoVtuv ih_j ff_z k t^|kGfV_zÃ2«h&)$'2:/>@9C%@B"2"C dÁ$'@/>C @.CNb/.-1$'2uC2X/[email protected])N1C+y35-76089$,-12:/>+_C=/N0C%+&I$a"B"N0C%+cXB"-å+.C%@.df,-7/>C4(E@N1C3"-1,-1+D5C N14/.@>,25+9dÁ$'@9& /.-1$'2 5C M'@.,(""C"!=OE2"-0C E2"+N0C(E,@>M'@>,(5"C+.B"-7h,2X/%UmlC/9/>C@9C%N1/>-0$'2c"$'252"!%C(E,@N0Ce/>"!$'@7 &ICD5UTnAc,2"$'B"+(HC%@9&IC=/./>@._"CD+.-0&I("N0-0OEC@<N1("@.CB5h'C?"CD@.!+.B"N7/w/.+"!ö87o#%$,2"2XB"++.B5@`N1C+ 3"-Å6089$'-02X/.+%cå#%$,&I&)C^N1«("@9$'("@.-0!/.!^"CÆ35-76Y(",@9/.-0/>-7ha-0/>!cüC/`2"$'B"+`+9C%@hA-0@>kC2 "!%&)$'2:/>@9C%@I"C2"$'BAh'C%N0N1C+%cEC%2+.C+9C%@9h,2:/"C%+@9!%+.B5N0/wÜ/>+"!ö87o4#$'2"2XB"+?(*$'B5@?N1"!%#$'&)(*$'+9-0/.-1$'2 &)$A5B"Nb,[email protected]`ÇÈa¾ÜÉqpømÀ5°ÁH ËÈsrºÈAfËÈAÂ?PutAC%-wv?xTüº[\B"2 M'@.,(""C
G = (V,E)h,C%# #%$'&)&)C+.B5("(*$,@9/B"2+.$,B"+6gC%2"+9C%&3"N0C
W ⊆ VC+9/üN0CGM,@>,("5Ch'C#eN1Cå&)%&)CGC2"+.C&3"N0CG"CG+.$'&)&)C/>+c°C/B"2+.$,&I&)C/
xC+9/,Ü8.#%C%2:/yoyB52I+9$'&I&)C/
y+.-Z+.$'-7/
x, y ∈ EC/x, y
2"C#w5Ch,B"#w"C(E,+Wc:+.$'-7/
x, y 6∈ EC/
x, y#w"Ch,B"#w5C
WUAøCM,@>,("5CK$'35/.C%2XB +.C@>25$,/>!
GW U!ta$'-0/áNbyÇÈX¾ÉqpømÀ5°ÁH ËÈ¿HHfÎVÀ!zZÈ
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vcX2"$,/.!
Gv caN1C?M'@.,(""C
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5 ]¡Z£E¤E£T|¦§G ³¸ü» ·~ µ"± ³ ±V¬Á¯°© ²"»$ ¯°¬0´.¬0© ³ ¶ »K³ µ4´ ¯~~ » ± d ¼"$# ÌXZ¾%aÉkÈ$&W(;(;/@CI
V1, V2KH13DOQ@CRE\`:?[]I@CI@/1JFHD
VD]Iv ∈ V1
c`BE/[LV1, V2
DNL]I;KH1GOQ@CRTSU/@C1+IFHDG
L]@yD]ILD]KXBED]>D]1+IL]@V2
DNL]IKH1>/QF?KXBEDiFHDG
v c]>/1`L]I[:?I*@/1mctA$'-7/
V1, V2B52"CK3"-Å6Y(E@9/>-7/>-0$'24"C
GC/+.$'-7/
v ∈ V1
UXN1$'@9+%cV2
C%+/DB"2 &)$a"B"N1C"CG
v +.-åC/y+9C%B"N0C%&)C%2:/+9-(*$,B"@_/>$'B5/w ∈ V1 \ v
cV2 ⊆ NG
v(w)$,B
V2 ∩ NGv(w) = ∅
UKC("N0B"+%cV1, V2
C%+9/eB"2 3"-76789$'-12:/á"CG+.-*C/D+9C%B"N0C%&)C%2:/D+9-º(H$'B"@G/.$'B5/
w ∈ V1 \ vcV2 ∩NG(w) =
V2 ∩NG(v)$'B
V2 ∩NG(w) = V2 \NG(v)U
tAB"("(H$'+9$'2"+XB"CvC+9/ ,Ü8.,#C%2:/io
wUV2 ⊆ NG
v(w)+9-üC/+9C%B"N0C%&)C%2:/y+.-ü(H$'B"@K/.$'B5/
u ∈ V2
cuC+9/_Ü8.,#%C2:/_o
vC/wcZ$'B
u2[]C%+9/,Ü8.,#C%2:/o ,B"#B"2Æ"C
vC/wU+KN1$,@.+%c
V2 ⊆ NGv(w) ⇐⇒
5 3
V2 ∩NG(w) = V2 ∩NG(v)U`KCK("N1B"+c
V2 ∩NGv(w) = ∅
+.-*C/+.C%B5N1C%&)C%2:/D+9-º(H$'B"@á/>$'B5/u ∈ V2
cuC%+/å,Ü8.#%C%2:/oKC=5,#=/>C%&)C%2:/B52+.$'&)&)C/"C
v, wUKN0$'@.+
V2∩NGv(w) = ∅ ⇐⇒ V2∩NG(w) =
V2 \NG(v)U
tA-v2[]C%+9/)(E+ ,Ü8.,#C%2:/go
wc<,N1$'@9+NV[\$'35+.C%@h/>-0$'2 ("@9!%#%!"C%2:/.CL+9B"@
G2"$'B5+4"$'2"2"C-0&I&)!=6"-1/>C&IC2X/
V2 ⊆ NGv(w) ⇐⇒ V2 ∩ NG(w) = V2 \ NG(v)
C/V2 ∩ NG
v(w) = ∅ ⇐⇒V2 ∩ NG(w) = V2 ∩ NG(v)
U ,2"+4/.$'B5/)N1C+)#%,+%cV2 ∩ NG
v(w) = ∅$'B
V2 ⊆ NGv(w)
+9-?C=/+.CB"N1C&IC2:/+9-V2 ∩NG(w) = V2 ∩NG(v)
$'BV2 ∩NG(w) = V2 \NG(v)
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G = (V,E)U tA$,-0/
v ∈ VC=/F ′ =
V ′ ⊆ V : v 6∈ V ′ C/ V, V \ V ′ ∈ F U,@KN0Cy/."!%$,@7 %&)C5UTnAc
F ′ C%+/N1)df,&)-1N0N1C"C+&)$A"B5N1C%+"CG
v c<C=/4"$'2"# C+9/4B52"C`df,&)-1N1N0C4(E,@/>-0/.-0h,C,U K$'2"# (E@N1CIN1C%&)&)CL'U7"cFC+9/4B52"C`df,&)-1N1N0C43"-76(E,@/>-7/>-0h,C,U
Ã2u(*CB5/@9C%&I,@.XB"C@("N1B5+KM'!2"!%@.,N1C&IC2X/KXB[\B52"C4(*C@.&BA/w/.-1$'2L"C9tAC-1"CN2"C#wE,2"M'C(E,+N1df,&)-1N0N1C?"C%+3"-Å6089$'-02X/.+e[]B"2M'@>,(5"C,UåÈAÉkÉkÈq&W( &( ;/@CI
G = (V,E)KH1Y?[:]\+^+DD]I
W ⊆ Vc BE/[NL
V1, V2DNL]IKX1 OQ@CRTSU/@C1+IFHD
GL]@yD]ILD]KXBED]>D]1+IL]@V1, V2
DNL]I KX1 OQ@CRTSU/@C1+IFHDG
W c
]>/1`L]I[:?I*@/1mc?Ã2(HC%BA/@9C%&I,@.XB"C@DXB"C +9-W = A ∪B
C=/A ∩B = ∅
cEN1$'@9+G
W= G
AB UEWYN+.B )/"$'2"#?"C&I$'2:/[email protected]%@åXB"C(*$'B5@á/.$'B5/
v ∈ VcV1, V2
C+9/B"2 3"-Å6089$'-02:/å"CG+9-*C=/+9C%B"N0C%&)C%2:/+9-
V1, V2C%+/B"2 3"-76789$'-12:/G"C
Gv Uta$'-0/
W1 ⊆ V1
C=/W2 ⊆ V2
/.C%N0+eXB"C_N1C+D,@.=/>C+D"CGC2:/>@.C
V1C/V2
+.$,-1C%2:/GN1C+G@./.C%+GC%2:/>@9CW1
C/W2
cXC/GC%2:/>@9CV1 \W1
C/V2 \W2
UHt5,2"+G(*C@9/>C?"C?M'!%25!%@>N1-0/.!,cv ∈ W1
UÃ2Äh,$'-0/ -1&)&I!"-bÜ/>C%&)C%2:/_XB"C)E,25+G
v cN0C%+y,@.=/>C+C%2:/[email protected]
C/V2
+.$'2:/N0C%+y,@9/>C+C%2:/[email protected] \ v
C/W2
cºC/yC%2:/>@9C(V1 \W1) ∪ v
C/V2 \W2
UK$'2"#V1, V2
C%+9/yB"2Ä3"-Å6089$'-02X/"C
Gv UWY2:h'C@.+.C&IC2:/4+.-
V1, V2C+9/ B"2k35-76089$,-12:/"C
Gv c,N1$,@.+
V1, V2C+9/ B"2k3"-Å6089$'-02:/_"C
Gv
v
= GU
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C/H = (V,E ′)
+9$'2:/å!%XB"-7h,N1C%2:/.+ü(E,@üN1(HC%@9&B5/wÜ/>-1$,2"CtAC-1"CNü+%[]-1NüC A-1+9/.C B"2
W ⊆ V/.C%NüXB"C
H+.$,-0/-1+9$'&)$'@.("5CAo
GW UÃ2uh'$'-7/_df,#%-0N1C%&)C%2:/_XB[]-1N+%[\,M'-7/[]B"2"[email protected]%N1/>-0$'2 []!%XB"-7h,N1C%25#%C,UBE,25
GC=/H+9$'2:/K!XB"-0h,N0C%2:/>+(E,@N1 (HC%@9&B5/>/>-0$'2 "C
tAC-1"CNôcN0CN1C&I&)C"U]2"$'B"+"-7/_XB"C Nb df,&)-1N0N1Cy"C%+3"-Å6089$'-02X/.+"CG+9C%@.!M:,N1CoN1 df,&)-1N1N0C 5C%+3"-Å6089$'-02X/.+e"C
HU
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,
tA$'-7/V1, V2
B"2Ä3"-76789$'-12:/K2"$'2 />@.-7h,Nü"CGcøC/y+.$'-7/
W1 ⊆ V1
C=/W2 ⊆ V2
/.C%N0+_aBº[\-0N ,-0/B"2"C89$'-12:/>[email protected]%2:/>@9CW1
C/W2
cHB"2"C?89$'-02:/>B"@9C C2X/[email protected] ⊆ W1
C/V2 ⊆ W2
c*C=/XB[]-1N2[^,-7/K(E+[\,B5/[email protected]%+K,@.=/>C+C2X/[email protected]/V2UH?2"CËÌaÍ'*É«Ç*Î%Á°ÁH rb%HVH Î%VÉkÇÂÁÈ "C
G(E,@?N1C3"-Å6089$'-02X/
V1, V2C+9/G1, G2
c:$ºca(H$'B"@i ∈ 1, 2
cGi
C%+9/GN1C?M'@.,(""Ch'C%#(*$,B"@GC2"+.C&3"N0C"C?+.$,&I&)C/.+Vi ∪ v
c"C=/(*$'B5@?C2"+.C&3"N0Cyº[Q,@9/.C%+ (E ∩ P2(Vi)
)∪v, w : w ∈ Wi
U
f
h
g
ea
b
c
d
a
b
c
d
f
h
g
e
VV
WW1 2
1 2
v v
5 ]¡Z£Z¤E£D¦§ ?2"C"!%#$'&I(H$'+9-0/>-0$'2 3"-Å6089$'-02X/+.-0&I("N0C[]B"2^M,@>,("5C,UÃ2k(HC%B5/[email protected]& @.XB"C%@yXB"C)#%$'2:/>@.,-1@9C%&)C%2:/ oN1 "!%#$'&I(H$'+9-0/>-0$'2uC%2«#%$'B5(*C+ +9-1&)("N1Cc(*$,B"@B"23"-Å6089$'-02X/O5A!,cXNb_"!#%$'&)(H$'+.-7/>-1$,2+.-0&I("N0Ce2[]C%+/(E+áB52"-1XB"CUXå[\,B5/[email protected]"!#%$'&)(*$,+.-0/.-1$'2+.-1&)("N0Ce+.C@>,-7/#%CN1N0C^"$'252"!%CuE2"+ (E,@`N1«OEM'[email protected]Æ"U]"UK-125+.-ôcá#%C=/./.Cu"!%#$'&I(H$'+9-0/>-0$'2 [email protected]%+9(*C#/.Cu(E,+ Nb«("@.$6("@9-1!/.!Fn "BL#,[email protected] "!=OE2"-7/>-1$,2L"!=OE2"-(E,@lB"2"2"-02"M'E& C/å5&I$'25"+Pul'R,TVUºÃ2h'C%@9@>)C%2+.C#/.-1$'2"U4#$'&)&IC2X/$,2(HC%BA/$,35/>C2"-1@DB"25Cy#C%@/w,-02"CB"2"-1#-0/.!,U
f
h
g
ea
b
c
d
a
b
c
d
f
h
g
ev v
5 ]¡Z£E¤E£Q¤?¦§ 25C B5/>@9Cy5!%#%$,&I(H$'+.-7/>-0$'2`3"-Å6089$'-02X/e+.-1&)("N0CK(H$'B"@N1C_&)%&)C3"-Å6089$'-02X/%U
ikjöi _jKtqk tIzoÁxoVtuv obq%sºtuowvyx "!#%$'&($)&(*+-,/.)01,32547684,/9øC/."!%$,@7 %&)C"U7yC=/?N1C/>5!%$'@ %&)C4'U0,y25$'B"+"$'2"[email protected]#/.C%&)C%2:/i
: Z¾ÜHÂfÂfÀ"f¾°Èi&W(<;;(;/@CIGKX1Y?[7:]\+^+DQc>=]BD@? @EL]IDyKH1JKX1+@BAQK+D:?[=OQ[D
T;B7V CEDFDHGJIKGJIMLONOPRQTS-PRUWVXVYPRZ
F[V\]PRVZ^XyFHDGWID]B_AQK V @CB8`$:?@CIOQ@ SUDba]I@/1D]1+I[NDBEDNL<UD]KH@CBCBEDNL-FHD
TD]IWBEDNLL/>A>D]IL-FHD
GD]I^AQKDBEDNL
13/D]K`FLg@C1+ID][a13DNLAL/@D]1+I_]I*@BAQK+D]INLJIKLdc5LeZ#LeDHLUq/KfSgDOGeQhVYGeDeU?c#i/KX[gI/KXI OQ@CRTSU/@C1+IV1, V2
FHDG@CBD@? @EL]ID KX1q13/D]K`F
αFHDT
D]II ⊆ 1, . . . , d(α)
ID]BLjAQKDV1, V2 =
⋃i∈I C
iα,⋃
i6∈I Ciαc
5
D\mB K L \+/KH[_I/KXID :?[]IDeFHDTC1
e , C2e
DNL]I KH1qOQ@CRTSU/@C1+I FHDGyD]I;\+/KH[_I/KHI13/D]K`F
αFHDTD]I
∅ ( I ( 1, . . . , d(α)⋃
i∈I Ciα,⋃
i6∈I Ciα
DNL]IKH1 OQ@CRTSU/@C1+IFHDGc
OEM,B"@.C_"U]"U7"$'2"2"CyC%2C=AC&I("N0C_B"2M'@>,(5"Cymh,C%#y+.$'2L,@93"@.C_"C"!#%$'&)(H$'+.-7/>-1$,2 3"-76789$'-12:/U (0$^2 &(** 9#*#%*g2åÈAÉkÉkÈ0&( ;( ;/@CI
G = (V,E)KX1Y?[7:]\+^+D9FHYH]13][-\+/KH[AB : FHbaN/>\+/L]@CI@/1 OQ@CRTSU/@C1+I a+V DNL]I
F?@C[D9ID]B#AQKDgI/KXIDNLgBEDNLOQ@CRE\`:?[aI@CI*@/1`LV1, V2
FHDV:?b?Dba
|V1| ≥ 1D]I|V2| ≥ 1
L/1+I-FHDNLOQ@CRSU/@C1+ICLFHD
Gc+BE/[L
GDNL]I B7V KX1+@/1PF?@ELSU/@C1+ID-FHD FHD]K"? Y?[7:]\+^+DNL aN/>\mBED]ICL]b?D]1+IKD]BCBED]>D]1+Ib@FHDNL
/KG
DNL]I KH1PY?[7:]\+^+DiOQ@\`:?[]I@ aN/>\mBED]Ic]>/1`L]I[:?I*@/1mctA$'-7/
G = (V,E)B"2 M'@.,(""C?h'C#KN1y("@9$'("@9-1!/.!"$'2"2"!cXC/
v ∈ VUMKN1$,@.+
Gv C%+/B"2M'@>(""C_/>CNøaB5Cy(H$'B"@D/.$'B5/
V ′ ⊆ V \ v25$'2ha-0"C,c
V ′ C%+/KB"2&)$A"B5N1C"C Gv UG
v C%+9/"$'25#B"2`M,@>,("5C"!M'!%25!%@.!K"CKN1y"!#%$'&)(H$'+.-7/>-1$,2I&)$A5B"Nb,[email protected]$'2"#G
v C+9/B"2`M'@.,(""C+>,2"+,@.=/>C+%ca$'BG
v C%+9/B"2^M'@.,(""C #%$'&)("N0C/UK,2"+N0C ("@9C%&)-1C@?#%,+%cGC%+/B"2ÆM,@>,("5C 3"-0(E,@/>-#%$'&)("N0C/cZE2"+KN0C"CBAA-E %&)C,c
GC%+/KNV[\B"25-1$'2 "-0+Á89$'-02:/>C"C"CBAM'@.,(""C+?#$'&)("N1C=/>+%U
(0$^2 +##+-6*#"4<2 684$^2$,B5/ü#$'&I&)Cá(*$'B5@N1"!#%$'&)(*$,+.-0/.-1$'2y&)$A"B5Nb,[email protected]/<Nb"!%#$'&)(*$'+9-0/.-1$'2yC%2#$'B"(HC%+c,B"2M,@>,("5C#@>,#=/>!%@9-1+/>-1XB"C (HC%B5/^,B"+9+.-y/[email protected]Ä"!OE25-y(H$'B"@#wE,XB"C«2"$aC%B"½"C«NV[[email protected]"@9C,U?J^,N0"C%[email protected]%B5+.C%&)C%2:/%c#%$,&I&)C_(*$,B"@DNb"!#%$'&)(H$'+.-7/>-1$,2 +.-1&)("N0C,c525$'B"+2[\mh,$'2"+?(E,+"[email protected]%#=/>C&IC2X/?N0C%B"@9+DB"2"-1#-0/.!,UtA$'-7/
G = (V,E)B52½M'@.,(""Cc
T+9$'2,@[email protected]"C "!#%$'&)(*$,+.-0/.-1$'2 3"-76789$'-12:/IC/
αB"22"$aC%B"-12:/.C%@.25Cy5C
TU $'B"@D/>$,B5/
i ∈ 1, . . . , d(α)c"$'2#w"$,-1+.-7/DB"2+.$'&)&)C/
vi ∈ Ciα
UZÃ2L,("(HC%N0N1C_,N0$'@.+N1C_zZ¾°À"Ç # ÈÆÍ'À"¾°ÀEÍ,mÌX¾ÜVÎm;pÈ)"Cαc"2"$/>!
BJC(α)c"N1C_M'@.,(""C
G[v1, . . . , vd(α)]U
åÈAÉkÉkÈ &W( ( @αDNL]IKX1s13/D]K!F "!$#&%'!( :?BE/[L
BJC(α)LD][:KX1ZY?[:]\+^+Di\m[D]>A@D][_\`:?[B :
FHbaN/>\+/L]@CI@/1OQ@CRTSU/@C1+Ic!@αDNL]I KX113/D]K!F*),+.-/+.01+(1+ :?BE/[L
BJC(α)LD][:iKH1AY?[:]\+^+DFHYH]13][
\+/KH[iB :FHbaN/>\+/L]@CI*@/1 OQ@CRTSU/@C1+Ic]>/1`L]I[:?I*@/1mctA-
αC%+/B52«2"$aC%B532,465,487946:,4"cN1$'@9+_(E,@"!O"2"-0/.-1$'2Æ/.$'B5/>C+N1C%+3"-Å6Y(E@9/>-7/>-0$'2"+"C
C1α, . . . C
d(α)α
-12"5B"-1+9C%2:/"C+á35-76089$,-12:/>+"CGUMK$'2"#e/.$'B5/.C%+N1C+ü3"-Å6Y(E,@/>-7/>-1$,2"+5C
V (BJC(α))-125"B"-1+9C%2:/"C+3"-Å6089$'-02:/>+e"CBJC(α)
c"C=/BJC(α)
C%+9/"!M'!%2"!@.!UtA$'-7/KB"2L#%$'B5("N1C
(A,B)/>CNXB"C
A,BC%+/B"25C3"-Å6Y(E,@/>-7/>-1$,2 "C
VUÃ2L2"$,/>Cy(E,@
∼(A,B)
[email protected]/.-1$'2)+.B5@A/.C%N0N1C?aB5C
u ∼(A,B) v+.-N(u)∩B = N(v)∩B
$'B`+9-N(u)∩B,N(v)∩B
C%+/B"2"C(E,@/>-0/.-1$'2 "CBU<;$,/.$'2"+GaB5C
∼(A,B)
C%+/eB"[email protected]/.-1$'2 []!%XB"-7h,N1C2"#%CcAC=/eXB"CA,B
C%+/eB"23"-Å6089$'-02X/+.-øC=/+9C%B"N0C%&)C%2:/?+.-∼(A,B)
(*$'+9+7 "C B52"C+.C%B5N1C#%N1,+.+9Cyº[\!aB5-0h,N1C2"#%CUtA$'-7/
αB"2u2"$aC%B">=?:,@BA CD@E:ZU;tAB"("(H$'+.$,2"+XB"C
BJC(α)2[]C%+/_(E,+("@.C&I-0C%@?(E,@@>,("(H$'@/ o)Nb"!#%$'&)(*$,+.-0/.-1$'2 3"-76789$'-12:/%cÜC=/XB"C
A,BC%+/åB"243"-Å6089$'-02X/2"$'2/[email protected],N
BJC(α) = G[v1, . . . , vk]U
tA$'-7/V1 =
⋃vi∈A C
iα
UKÃ2&I$,2X/[email protected] XB"CV1, B
C+9/LB"2 3"-Å6089$'-02:/ "CG[V1 ∪ B]
U $'B"@/>$,B5/i ∈ 1, . . . , k
/>C%NXB"Cvi ∈ A
C=/)(*$'B5@ /.$'B5/u ∈ C i
α
cu ∼(V1 ,B) vi
c#@Ci
α, V \ CiαC+9/B"2«3"-76789$'-12:/"C
GUWKCI("N1B5+%c(*$,B"@y/.$'B5/
vi, vi′ ∈ Acvi ∼(V1,B) vi′
#,@A,B
C+9/B"2k3"-Å6089$'-02:/"CG[A ∪ B]
UKN0$'@.+∼(V1,B)
B52"C#%Nb+.+.C[]!%XB"-7h,N1C2"#%CB"2"-0aB5CC=/V1, B
C%+9/)B"2Ï3"-Å6089$'-02X/
,
a
d
c e
f
g
i
h
j
b
f
w
v
a
x
d
c e
b
v
g hw
i j
x
g
b
c d
e
j
i
fa
h
5 ]¡Z£5¤E£¦4§ 2`M,@>,("5CKC/+.$'[email protected]"@9CK"C"!%#$'&I(H$'+9-0/>-0$'2)3"-76789$'-12:/UXøC+e2"$aC%B""+G-12:/>[email protected]"C+Dh'C#_B"2M'@.,(""C#@>,#=/>!%@9-1+/>-1XB"C_(H$'+9+.!%",2:/5+9$'&I&)C/.+D+.$'2:/ =,:,@DA CD@6:AcHN1C+,B5/[email protected]%+?+.$,2X/2,465,487946:,4AU
5 " @u
"CG[V1 ∪ B]
U-2«B5/.-1N0-1+>2X/KN1C&)%&)C ,@9M'B"&)C%2:/cN0C3"-Å6089$'-02X/B, V1
"CG[V1 ∪ B]
(*CB5//[email protected]!/.C%2"5B'oÆB52 3"-76789$'-12:/V2, V1
5CGc<h'C%#
V2 =⋃
vi∈B Ciα
UV1, V2
2[\C+9/ (E+E,2"+4NV[[email protected]"@9C"C`5!%#%$,&I(H$'+.-7/>-0$'2k"CGC=/42"$'B5+4h'$'2"+4B52"C`#%$,2X/.@>,5-1#/.-1$'2ºUW-12"+9-
BJC(α)C%+/ ("@.C&I-0C%@y(E,@@>("(*$,@9/o4Nb4"!#%$'&)(*$,+.-0/.-1$'2 3"-76789$'-12:/U
øC%+_M'@.,(""C+#,@.,#/.!%@9-1+9/.-1XB"C+K"C+_2"$ACB""+#$'&)("N1C=/>+K5CNô[\,@[email protected]"!%#$'&)(*$'+9-0/.-1$'23"-76789$'-12:/+.$,2X/á"$,2"#"C%+áM'@>(""C%+å3"-0(E,@/>-1+<#%$'&)("N1C=/>+c'$'B "C%+áB"2"-0$'2 "-1+r89$'-12:/.C%+"C"CBA M'@.,(""C+G#$'&I(5N1C/.+%Uikj _jKtqk tIzoÁxoVtuv |_z |Iyq* X_z
tA-G1, G2
C/G′
1, G′2+9$'2:/LN0C%+ "CBA"!#%$'&)(*$,+.-0/.-1$'25+`+.-0&I("N0C%+`5-*!%@.C2:/>C%+"C
G(",@N1C 35-76089$,-12:/
V1, V2c</.C%N0N1C%+4XB"C
V (G1) = V (G′1) = V1 ∪ v
cü$vC+9/IN1C`&I,@9aB5C%B"@cå,N1$'@9+
G1
C=/G′
1
+.$'2:/y!%XB"-7h,N1C2X/.+(E,@_Nb (HC%@9&B5/wÜ/>-1$,2u"CtAC%-0"C%NVcC/G2
C=/G′
2
!%M:N1C%&)C%2:/%U-2ÄCºC=/G′
1 = G1v C/
G′2 = G2
v UaC#w"$'-Å)"CKN1y"!#%$'&)(H$'+.-7/>-1$,2I+9-1&)("N1CD2[\"$,2"#(",+[]-1&)(H$'@9/>,2"#%C+.B5@GN0C%+á"!%#$'&I(H$'+9-0/>-0$'2"++9-1&)("N1C+á+9B"-0h,2:/.C%+%UAy5!%#%$,&I(H$'+.-7/>-0$'2 +.-1&)("N0C?C+9/G"$'2"#?B"2"-0XB"C$>/QF?KHBE/Nb(HC%@9&B5/>/>-0$'2 "C tAC%-0"C%NVU2ËÈHpº7zZ¾°À"Ç # ÈC%+9/eB"2 #%$'B5("N1C(V,∆)
/.C%NºXB"C∆C+9/DB"25CKdf,&)-1N1N0Ce"C+9$'B"+ö6YC%25+.C%&3"N1C+e"C/w-1N1N0C
3"C
Vc5C=/D/>$'BA/+.$'B"+ö6YC2"+.C&3"N1C_5C/w,-0N1N1C
4"C
V-02"#%N0B5/DB"22"$'&3"@.C(",-1@eº[\C2"+.C&3"N1C+D"C
∆UtAC-1"CNPtaC%-Cv5xÜTø&)$'2:/>@9CXB[\-0NK B52"C3"-¢89C#/>-0$'2`C2X/[email protected]+e"CBAX6YM'@.,(""C+?+9B"@DNô[]C%25+.C%&3"N1C
VC=/N1C+#%N1,+.+9C%+º[\!aB5-0h,N1C2"#%C+_(E,@(*C@.&B5/>/>-0$'2^5CgtAC%-0"C%N"C%+_M,@>,("5C%+[]C%25+.C%&3"N1C+_"C+.$,&I&)C/.+
VUüÃ_2 5-1@>L"$'2"# XB[]B"2"C 3"-Å6Y(E@9/>-7/>-0$'2
V1, V2"C
VC%+9/ B52Ïbr%Hf* []B"2 "CBAX6YM'@.,(""C +9-C%N0N1C C%+9/yB"2 3"-Å6089$'-02:/K[]B"2 M'@.,(""C4"C4N1`#%N1,+.+9C4[\!XB"-0h,N0C%2"#C4#%$'@[email protected]%+9(*$,2"E,2:/ ,Bu"CBAX6YM'@.,(""CU«"!#%$'&)(H$'+.-7/>-1$,2Ï+9-1&)("N1C 5C
H(E,@)B"2 3"-Å6089$'-02:/
V1, V2+.C@>kN1 5!%#%$,&I(H$'+.-7/>-0$'2"C
HC%2
H1
C/H2
c/>CN1N1C)XB"CHi
ci ∈ 1, 2
cC%+/ N1C 5C%BAX6YM,@>,(5"C`#%$,@[email protected]+.(H$'2"E2X/goGi
cG1, G2
C+9/B"2"C "!%#$'&I(H$'+9-0/>-0$'2k+9-1&)("N1C)"CG(E@N1CI3"-76789$'-12:/
V1, V2cC=/
GC+9/ B"2 M,@>,("5C "C`N1^#%N1,+.+9C[]!%XB"-7h,N1C%25#%Cå#%$'@[email protected]+.(H$'2"E,2:/ o
HU[\,("@7 +N0C%+ø$'35+.C%@h/>-0$'2"+("@.!#%!"C%2:/>C+%cÜ#%C=/./>Cá"!#%$'&)(*$,+.-0/.-1$'2+.-0&I(5N1CC+9/?B"2"-0aB5C,U
tA$'-7/TN1Kdf,&)-1N1N0Cå"C%+á"C%Baa6gM'@>(""C%+c:C/
VNbKdÁ$,2"#/.-1$'24XB"-o_B"2 "CBAX6YM'@.,(""C
H,+.+9$A#-1CD+9$'2C%25+.C%&3"N1Cá"Cá+.$'&)&IC=/>+UtA$'-0/
→[email protected]/.-1$'2_XB"-HoB"25C%BAX6YM,@>,("5C
H,+9+.$a#%-1CåB"25CG"!#%$'&)(H$'+.-7/>-1$,2+.-0&I(5N1C
H1, H2(E@?B52L3"-Å6089$'-02:/
V1, V25C
HU
åÈAÉkÉkÈ &(;((T , V,→)
DNL]I KH1 a7:MF?[NDiFHD$FHbaN/>\+/L]@CI*@/1 D]IDNL]IL `>]I*[a@BAQK+DAD]II[:?1`L]@CI*@ <=c
]>/1`L]I[:?I*@/1mcøC%+å("@.$,("@.-0!/>!+VF<C=/VF<+.$'2:/á@.C+.(HC%#/.!%C+(E,@å"!=OE2"-7/>-1$,24"CNb"!#%$'&)(*$,+.-76/>-0$'24+.-0&I(5N1C,UVF<S=cNb("@9$'("@.-0!/.!D"CD+@a&)!/>@9-1CDC=/åNb("@9$'("@.-0!/.!e"Ce/>@.,2"+9-0/>-7ha-0/>!G("@.$mha-1C2"2"C2X/G-1&)&)!=6"-1/>C&IC2X/K"BÆdf,-7/KXB"C4N1Idf,&)-1N1N0C_"C%+K3"-76789$'-12:/>+?"B "CBAX6YM'@.,(""CC+9/B"25Cdf,&)-1N1N0C_3"-76g(E,@/>-0/.-0h,C,U25OE2Nb4("@9$'("@.-0!/.!VFn(5@.$mha-1C%2:/?"Bdf,-0/eaB5CyN14"!%#$'&I(H$'+9-0/>-0$'2`+9-1&)("N1CC+9/?B"2"-0XB"C,UÃ25-1+.(H$'+9C_"$'2"#_[]B"2"C"!#%$'&)(H$'+.-7/>-1$,2`"C%+D5C%BAX6YM,@>,("5C%+%U $'B"@#%C=/./.C_"!%#$'&I(H$'+9-0/>-0$'2caN1C+"CBAX6YM'@.,(""C+#%,@>,#=/>[email protected]+/>-0aB5C%++.$'2:/?B"2"-0XB"C%+U 9ßmÖ×"! Ý=Õ°Ô=×ëÝ Óëæ$#%'&)(+*),-/.0mð
,
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ikj X_z zåvz Ik Kx jKt q* k owv|k oÁx;$'B5+`,N0N1$'2"+4h,$'-1@)E,2"+I#%C=/./>CL+.C#/>-0$'2 B"2Ï/>"!$'@7 &ICL"C^5!%#%$,&I(H$'+.-7/>-0$'2(E,@)3"-76789$'-12:/>+ "C+M'@.,(""C+D+>,2"+DM,C%& C/#%$Ü6YM'C& -02""B"-7/UAC/."!%$,@7 %&)CC+9/+.-0&I-0Nb,[email protected]#C%BABA/>-1N0-1+.,2:/N1"!%#$'&)(*$6+.-7/>-0$'2L&)$a"B"[email protected]_$,BÆNb)"!%#$'&I(H$'+9-0/>-0$'2C%2Æ#$'B"(HC%+%UÃ2Æ&I$,2X/[email protected]"C/>$,B5/M'@.,(""C +>,25+M'C%& C=/#%$Ü6YM'C& -125"B"-0/%c*([email protected]%&)-1C@(E,@_N1`"!%#$'&)(*$'+9-0/.-1$'2Æ35-76089$,-12:/c*,("(E@9/>-0C%2:/ o B"2"C4#C%@/w,-02"C4#%N1,+.+9C4"CM'@.,(""C+%U *K,2"+?2"$,/>@9C#,+cE#%C/9/>C#%N1,+.+9C C+9/OE2"-0C,U lC%N1)-0&I("N0-1XB"CaB5Cy/.$'B"+N1C+DM'@>,(5"C%+#@>,# 6/>[email protected]+9/>-0XB"C%+_E2"+Nô[\,@93"@.C5C4"!%#$'&I(H$'+9-0/>-0$'2^35-76089$,-12:/Kº[\B"2 M'@.,(""C4+.,2"+_M'C& C=/_#%$6gM'C%& -125"B"-0/C%+/?+.$'-7/"!%M'!2"!%@9!,cZ+.$,-0/E,25+?N1#%N1,+.+9Cy5!OE2"-0C,U
a b c d
e
i
f g
h
5 ]¡Z£Z¤E£D¦§ <a/>C%25+.-1$,2L[]B"2/w,B"@9C,BE2"+B"2LM,@>,("5Cy+.,2"+C5cEM'C& C/?#$6YM'C& -02""B"-7/U
u H s
åÈAÉkÉkÈ'&() ;(i;/@CIG
KX1ZY?[:]\+^+D9LQ:?1`LC5
YHD]> D]IaN/RYHD]> @C1mF?KX@CI \m[D]>A@D][ \`:?[B : FHbaN/>AR\+/L]@CI@/1sOQ@CRTSU/@C1+IcBE/[LAL/@CI
GDNL]ILQ:?1`L
C5
I:?KH[D7:?K YHD]> D]I aN/RYHD]> @C1mF?KX@CI L/@CIG
DNL]I-KX1L/KML]RY?[7:]\+^+D_@C1mF?KX@CIyF?KY?[7:]\+^+DiFH/1+13D]1 Y?KX[D mc?c
]>/1`L]I[:?I*@/1mctAB"("(H$'+9$'2"+áaB5CG2º[\C+9/e(",+å+>,2"+å/wB"@.C%,BI-02""B"-7/U ta$'-0/
a, b, c, d, eB"2)/w,B"@9C,B"C
Gc"/>C%NXB"C
a, b, c, d+.$,-0/?B"2
P4C/e+9$'-0/?,°8.,#%C2X/o
bC/o
cU $'B5@
V ′ ⊆ a, b, c, d, ecE+9$'-0/
M ′V
Nô[]C%2"+9C%&3"N0Cv ∈ V \ a, b, c, d, e : NG(v) ∩ a, b, c, d, e = V ′
UKN0$'@.+Mb
cMa,b
cMc
cMb,c
cMa,b,d
cMc,d
cMa,c,d
cMa,e
cMa,c,e
cMb,c,e
cMa,b,c,e
cMd,e
cMb,d,e
C=/Mb,c,d,e
dÁ$'@9&IC2:/B"2"C (E,@/>-0/.-1$'2^"CV \ a, b, c, d, e
UºC4/>,3"N1C%,Bu"C Nb O"M'B"@.C "Uv`("@.!+.C2X/.CN1C+?,Ü8.,#C%2"#C%+?C%2:/>@9C N0C%+#%N1,+.+9C%+"Cy#%C/9/>Cy(E,@/>-0/.-1$'2ºU!lC+K,°8.,#%C2"#%C+K("@9$°ha-0C%2"2"C2:/K"[email protected]#/>C&IC2:/"B`df,-7/XB"C_N0CKM'@.,(""CC%+/+>,2"+C5
c5M'C& C=/D#%$Ü6YM'C& -02""B"-7/UH,25+D#%CK/>,3"N1C%,Bc +9-1M'25-0OECaB5CN1C+"CBA#%N1,+.+9C%+?2"C_+.$,2X/?(E+Ü8.,#%C2:/>C%+cy+.-0M'2"-7OEC_XB[\CN1N0C%+D+.$,2X/,°8.,#%C2X/.C%+?C/4+9-1M'25-0OECXB[]C%N0N1C+"$'-7h'C2X//[email protected] dÁ$'-1+y,°8.,#%C2X/.C%+C=/2"$,2 ,Ü8.#%C%2:/.C%+%c#,[]C%+/[email protected])XB"C`NV[\B"25CI[]C%N0N1C "$'-7/y/>@9Cha-1"CU
a
Mb
Ma
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d
Mc
Mc,d
e
Mb,c
Mb,c
,e
b
Ma
,c,e
Ma
,b,c
,e
c
Mb,d
,e
Mb,c
,d,e
Ma
,e
Md,e
Ma
,b,d
Ma
,c,d
a Mb
Ma,b d
Mc Mc,d e
Mb,c Mb,c,e
b Ma,c,e
Ma,b,c,e c
Mb,d,e Mb,c,d,e
Ma,e Md,e
Ma,b,d Ma,c,d 5 ]¡Z£º¤E£ ?¦u§ DÜ8.,#C%2"#CC%2:/>@9CN1C+K"-+º[email protected]/.C%+#Nb,+9+.C+K"CN1I(E@9/>-7/>-0$'2E,2"+N0C #%,+Kº[\B"2uM,@>,("5C+>2"+C5
c"M'C%& C/?#%$6gM'C%& (*$,+.+.!E,2:/B"2/>,B"@9C,BU
Mb ∪ Ma,b ∪ aC+9/ÆB52 &)$A"B5N1Cu"C
GUl$,&I&)C
GC%+9/L("@9C%&)-1C%@ (",@L@.,("(H$'@9/oNb"!#%$'&)(*$,+.-0/.-1$'2Ï3"-Å6089$'-02X/%cü/>$'B5+`N1C+ &)$A"B5N1C%+)"C^/>,-1N0N1C,B (5N1B"+n − 2
+.$'2:/`/[email protected],BA*cåC/ "$,2"#Mb = ∅
C=/Ma,b = ∅
U h,C%#uN1C&)%&)CÆ,@9M'B"&)C%2:/cMc = ∅
cMc,d = ∅
cMb,c = ∅
cMb,c,e = ∅
cMa,c,e = ∅
cMa,b,c,e = ∅
cMb,d,e = ∅
C=/Mb,c,d,e = ∅
UMa,e
cMd,e
cMa,b,d
C=/Ma,c,d
+.$'2:/"C+D&I$a"B"N0C%+e5CGc",N1$'@9+
|Ma,e| ≤ 1c|Md,e| ≤ 1
c|Ma,b,d| ≤ 1
C=/|Ma,c,d| ≤ 1
U!-12"+9-ôcGC%+/B52LM'@.,(""C+9$'B"+6gM'@>(""C-12"5B"-0/D5BLM'@.,(""C"CN1OEM'B"@9Cy5Ux5U
,
a
b
c d
eih
f g
G1
a
b
c d
e
f g
h
G2
a
b
c d
e
f
h g
G3" ]¡Z£Z¤E£¦§ <a/>C2"+.-0$'2"+?[]B"2C5E,25+?B52LM'@.,(""C+.,2"+M'C%& C/?#%$6gM'C%& -12"5B"-0/%U
åÈAÉkÉkÈ &W()M&(;/@CIG
KH1 Y?[:]\+^+D-LQ:?1`LYHD]> D]IaN/RYHD]> @C1mF?KH@CI ;\m[D]>A@D][\`:?[ B :JFHbaN/>\+/L]@CI@/1OQ@CRTSU/@C1+Ic BE/[NL
GDNL]I LQ:?1`L
C5@C1mF?KH@CI /K
GDNL]IBEDiL/KML]RY?[:]\+^+Di@C1mF?KX@CI FWV KX1PY?[:]\+^+D$FH/1+13AD]1
Y?KH[NDmc c]>/1`L]I[:?I*@/1mctAB"("(H$'+9$'2"+XB"C
G2[]C%+/y(E,+_+>2"+
C5
-02""B"-7/U3tA$'-0/v0, v1, v2, v3, v4
B"2C5
"CGU+$,B"+N1C%+D-02""-0#%C%+D+9$'2:/K5$'2"2"!C%+?&I$a"B"N0$
5U
$'B5@/.$'B5/i ∈ 0, 1, 2, 3, 4
cA+9$'-0/_§Xi = v ∈ V \ C : N(v) ∩ C = vi−2, vi+2
c§Yi = v ∈ V \ C : N(v) ∩ C = vi−2, vi, vi+2
c§Zi = v ∈ V \ C : N(v) ∩ C = vi−1, vi+1
c§Ti = v ∈ V \ C : N(v) ∩ C = vi−1, vi, vi+1
UÃ2^V =
⋃4i=0(Xi ∪ Yi ∪ Zi ∪ Ti ∪ vi)
UøC/>,3"N0C,B "CN1OEM'B"@9C_"U 4&)$'2:/>@9C_N1C%+Ü8.,#%C2"#%C+C2:/>@.CN0C%+DC%25+.C%&3"N1C+?5!OE2"-0+("@.!#%!%5C%&46&)C%2:/UEN1N0C%+e(5@.$mha-1C%252"C%2:/"-1@9C%#/.C%&)C%2:/?"Bdf,-0/DXB"CGC+9/?+>2"+M'C%& C=/?#%$6gM'C%& -02""B"-7/UÃ2Ï(HC%BA/)[email protected] aB5C%N1XB"C+I$,3"+.C@9h/>-0$'2"+4+9-1&)("N1C+%UüøC+)XBEÜ/>@.C ([email protected]%&)-E @.C+4$'3"+.C@9h/.-1$'2"+4+9$'2:/B"2"C4@9C/.@>,2"+9#%@9-1(5/.-1$'2u"C+("@.!#%!%5C%2:/>C+,Ü8.#%C%25#%C%+UøC%+,B5/[email protected]+y#$'2"#C%@.25C%2://>@.$,-1+C2"+.C&3"N1C+$'B("N0B"+%U
Á/% tA-Xi 6= ∅
cZ,N0$'@.+Xi+1 = Xi−1 = ∅
UÁ/Nn tA-
Yi 6= ∅cZ,N0$'@.+
Yi+2 = Yi−2 = ∅U
Á/>S tA-Xi = Yi = ∅
cZ,N0$'@.+Zi ∪ Ti ∪ vi
C+9/?B"2&I$a"B"N0C"CGU
Á/. t*[]-1NºC A-1+9/.C_B"2i/>CNXB"C_(*$,B"@e/>$'BA/
j 6= icXj = Yj = ∅
c",N0$'@.+Xi ∪ Yi ∪ Zi ∪ Ti ∪ vi
C+9/B"23"-76789$'-12:/D"CGU
u H s
Zi+
1
Ti+
1
Xi+
1
Yi+
1
Zi+
2
Ti+
2
Xi+
2
Yi+
2
Zi+
3
Ti+
3
Xi+
3
Yi+
3
Zi+
4
Ti+
4
Xi+
4
Yi+
4
Zi
Ti
Xi
Yi
5 ]¡Z£º¤E£?¦u§ DÜ8.,#C%2"#CC%2:/>@9CN1C+K"-+º[email protected]/.C%+#Nb,+9+.C+K"CN1I(E@9/>-7/>-0$'2E,2"+N0C #%,+Kº[\B"2uM,@>,("5C+>2"+M'C%& C=/?#%$6gM'C%& (H$'+9+.!%",2:/B52C5
UÁ- GtA-
Xi 6= ∅C=/Xi+2 6= ∅
c,N0$'@.+Xi
C%+/)2"$'2Ï,Ü8.,#C%2:/oZi
cTi
C=/Yi
cüC/Xi+2
C%+/I25$'2,Ü8.#%C%2:/-oZi+2
cTi+2
C=/Ti+2
Uf-0- GtA-
Yi 6= ∅C=/Yi+1 6= ∅
c5N1$'@9+Yi
C%+/?,Ü8.,#C%2:/oZi
cTi
C=/Xi
cAC/Yi+1
C%+/,Ü8.#%C%2:/oZi+1
cTi+1
C=/Xi+1
UÁ-1-1- JtA-
Xi 6= ∅C/Xi+2 6= ∅
cE,N0$'@.+Yi+1 = ∅
Uf-0h tA-
Yi 6= ∅C/Yi+1 6= ∅
cZ,N1$,@.+Xi−2 = ∅
Urh PtA-
Xi 6= ∅,N1$,@.+
Yi+1
C+9/,Ü8.#%C%2:/-oZi+1
C=/Ti+1
cEC=/Yi−1
C+9/,Ü8.,#C%2:/-oZi−1
C/Ti−1
UÁha- tA-
Yi 6= ∅,N1$,@.+
Xi+2
C+9/2"$'2ÆÜ8.,#%C2:/ oZi+2
C=/Ti+2
cEC/Yi−2
C+9/2"$'2^,Ü8.,#C%2:/ oZi−2C/
Ti−2
UÁha-0- GtA-
Yi 6= ∅,N1$,@.+
Xi+1C%+/25$'2,Ü8.,#C%2:/-o
Zi+1C/Ti+1
c"C=/Xi−1
C+9/?2"$'2,°8.,#%C2X/-oZi−1C/
Ti−1U
rha-1-1- JtA-Xi 6= ∅
,N1$,@.+Yi+2
C+9/,Ü8.#%C%2:/-oZi+2
C=/Ti+2
cEC=/Yi−2
C+9/,Ü8.,#C%2:/-oZi−2
C/Ti−2
Uf-7 tA-
Yi 6= ∅,N1$,@.+
Xi+1C+9/,Ü8.#%C%2:/-o
Yi+1cEC/
Xi−1C%+9/,°8.,#%C2X/-o
Yi−1U
b PtA-Xi 6= ∅
,N1$,@.+Yi+2
C+9/?2"$'2L,Ü8.#%C%2:/-oXi+2
cEC/Yi−2
C%+/25$'2^Ü8.,#%C2:/oXi−2
UB"-1+9aB5C
GC%+9/("@9C%&)-1C%@(E,@@>,(5(*$'@/o4Nb"!#%$'&)(*$,+.-0/.-1$'2 35-76089$,-12:/ca$'2L
rA- tA-Xi = Yi = ∅
cZ,N0$'@.+Zi = Ti = ∅
f"CNô[]$'3"+9C%@h,Ü/>-1$,2/>S=UrA-0- Gt*[]-1N*C=A-1+/>C
i/>CNXB"C(*$,B"@/>$,B5/
j 6= icXj = Yj = ∅
cE,N0$'@.+GC%+/B"2
C5
Á"C_Nô[]$'3"+9C%@h,Ü/>-1$,2/>=UbA-1-1- JtA-
Xi 6= ∅C=/Xi+2 6= ∅
c,N0$'@.+|Xi| = |Xi+2| = 1
cø#%,@_(E,@Nô[]$'3"+9C%@h,Ü/>-1$,2u-ôcXi
C/Xi+2+.$,2X/?"C+&)$a"B"N1C+%U
rA-0h tA-Yi 6= ∅
C=/Yi+1 6= ∅
cE,N0$'@.+|Yi| = |Yi+1| = 1
cE#@?(",@DNô[]$'3"+9C%@9h/.-1$'2-0-ôcYi
C/Yi+1
+9$'2:/"C+&)$A5B"N1C+%UÃ2Ï@.,("(HC%N0N1C XB[]-1N2"C (*CB5/ h'$,-1@4,B("N0B"+XB"C"CBA-125"-1#C%+"-+º[email protected]/.+
iC/j/>C%N0+4XB"C
Xi 6= ∅C=/Xj 6= ∅
cHC/KE,2"+K#%C#%,+j = i + 2
$'Bj = i − 2
U KC&)%&)C,cH-1N2"C(HC%B5/^h,$'-1@K,B("N0B"+XB"C_"CBA -12""-0#%C+e"-*!%@9C%2:/>+iC/j/.C%N0+eXB"C
Yi 6= ∅C/Yj 6= ∅
c5C=/DE,2"+#%C#%,+j = i+ 1
$'Bj = i− 1
UHÃ2!/.B""-1C&I,-12:/.C%2E,2:/DN0C%+"-+º[email protected]%2:/.+?#%,+%Ule,+yg5(*$'B5@/.$'B5/
icXi = ∅
Ule,+y'U09"(H$'B"@D/.$'B5/
jcYj = ∅
U!N1$'@9+GC+9/B"2
C5f$'35+.C%@h/>-0$'2`5-0- U
,
le,+'UnYj 6= ∅
(H$'B"@GB"2`B"2"-0XB"CjUXN1$'@9+
G(H$'+.+ %"C_B52`3"-76789$'-12:/á2"$'2I/>@.-7ha-b,N f$,3"+.C@9h/>-0$'2/>=Ul$'2:/.@>,"-0#/.-1$'2U
le,+ 'U\S Yj 6= ∅
C=/Yj+1 6= ∅
U3N1$'@9+%c*(E,@_Nô[]$'3"+9C%@h,Ü/>-1$,2LA-0hHcYj
cYj+1
+.$'2:/"C+y&)$a"B"N1C+%U$,B"@ />$,B5/
k 6∈ i, i + 1cZk = Tk = ∅
Á$'3"+.C@9h/.-1$'2ýA- =cC=/ (H$'B"@ /.$'B5/k ∈ i, i + 1
cZk ∪ Tk ∪ vk
C%+/B"2 &)$A"B5N1C Á$'3"+9C%@9h/.-1$'2 - =UHK-02"+.-VcGC+9/DN0C+.$,B"+6gM'@>,(5"C_"C
G1-02""B"-7/e(E@
a, b, c, d, e, h, iU
le,+nGXi 6= ∅
(H$'B"@DB"2B"2"-0XB"CiU
le,+_naU0gYj = ∅
(H$'B"@/>$'BA/jUKN0$'@.+
G(H$'+.+ %"CB"2^3"-Å6089$'-02:/2"$'2L/[email protected],N Á$'3"+.C@9h/.-1$'2/> U
l$'2:/>@.,"-0#/>-0$'2Ule,+nAUTnJ
Yj 6= ∅(H$'B"@DB"2B"2"-0XB"C
jU
le,+naUTnAU7i = j
UN1$'@9+G(*$'+9+7 "CB"2 3"-76789$'-12:/2"$,2y/[email protected],N f$,3"+.C@9h/>-0$'2 /.=Ul$,2X/.@>,5-1#/.-1$'2ºU
le,+AnaUTnAUn i ∈ j + 1, j − 1
c(",@ NV[\$,3"+.C@9h/>-0$'2 h*cYj
C%+/4,Ü8.#%C%2:/oZj
C=/Tj
cC=/(E@Nô[]$'3"+9C%@h,Ü/>-1$,2hA-0-ôcXi
C+9/á2"$'2),Ü8.#%C%2:/oZi
C=/Tj
U KN0$'@.+Xi
cYj
c:C=/å(*$'B5@å/.$'B5/kcZk∪Tk∪vk+.$,2X/?"C+&)$a"B"N1C+%UXK-125+.-ôc
GC%+/KN0C+.$,B"+6gM'@>,(5"C 5C
G1
-12""B5-0/(E,@a, b, c, d, e, f, h
Ule,+nAUnAU\SJ
i ∈ j + 2, j − 2U+l$,&I("N0!%&)C%2:/[email protected]?"B #%,+nAUnAUTnaU
GC%+9/N0CK+9$'B"+6gM'@>(""C_"C
G1-125"B"-0/e(E,@a, b, c, d, e, f, i
Ule,+ynAUQS9
Yj 6= ∅C/Yj+1 6= ∅
UMKN0$'@.+c:(E,@åNô[]$'3"+9C%@9h/.-1$'2 -7h*ci 6= j−2
UXtA-i ∈ j, j+1
c'+.,2"+(HC%@9/.C"CM'!%2"!@>,N0-0/.!$'2L,+.+9B"&ICi = j
U ,@N1C+D$'3"+.C@9h/.-1$'2"+-0-ôcXh C/DA-ôcGC%+9/?N0C_M'@>,(5"C
G3U
tA-i ∈ j − 1, j + 2
cA+.,2"+D(HC%@9/.C_"CM'!2"!%@.,N1-7/>!$'2,+.+9B"&)Ci = j − 1
U <,@eNV[\$,3"+.C@9h/>-0$'2 -7hHcXi
C=/Zi ∪Ti ∪vi
+9$'2:/e"C+&)$A"B5N1C%+U <,@áN1C+$'3"+9C%@h,Ü/>-1$,2"+áh)C=/Gha-1-0-ôcYj
cYj+1
cZj ∪Tj ∪vjC/
Zj+1 ∪ Tj+1 ∪ vj+1+.$'2:/I"C%+)&)$A"B5N1C%+UK$,2"#
GC+9/)N1C+9$'B"+6gM'@>(""C"C
G1
-12""B5-0/4(E@a, b, c, d, e, f, h, i
Ule,+S
Xi 6= ∅C=/Xi+2 6= ∅
Ule,+_S5U7G
Yj = ∅(*$,B"@/.$'B5/
jU3l$'&I(5N1!%&)C%2:/>,-1@9C "Bu#%,+'U\S5U
GC%+9/N0C+9$'B"+6gM'@>(""C"C
G1-125"B"-0/e(E,@a, b, c, d, e, f, g
Ule,+eSAUTn9
Yj 6= ∅(H$'B"@áB"2`B"2"-0XB"C
jUXl$'&)("N1!&IC2:/w,[email protected]"B #%,+naUQS5U
GC+9/G+.$'-7/N0C?M,@>,("5C
G2
c+.$,-0/N1C_+9$'B"+ö6YM'@.,(""C"CG1
-02""B"-7/D(E,@a, b, c, d, e, f, g, h
Ule,+áS5U\S
Yj 6= ∅C/Yj+1 6= ∅
U ,@åN1C+ü$'3"+9C%@9h/.-1$'25+-1-1-aC/á-7h*cj = i+3
U <@N1C%+$,3"+.C@9h/>-0$'2"+hC/?ha-ôcXi Xi+2
cYi+3
C=/Yi+4
+9$'2:/"C+K&)$A5B"N1C+%UKC ("N1B"+?(H$'B"@/>$'B5/kcZk ∪ Tk ∪ vk
+.$'2:/"C+&)$A5B"N1C+%U!$'2"#GC%+/?N1C_M'@.,(""C
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TL/1 :?[=OQ[D-FHDFHbaN/>\+/R
L]@CI@/1 OQ@CRTSU/@C1+Ic BE/[LBEDNLY?[:]\+^+DNL a7:?[7:>a]I][a@EL]I*@BAQK+DNL_FHDNL 13/D]K`FL "!$# %<!(FHDTL/1+I FHDNL-L/KML]R
Y?[:]\+^+DNL @C1mF?KH@CIL$FHDNL-Y?[:]\+^+DNL FH/1+13NL D]1 Y?KX[DNL mcGD]I mc D]IyFH/1Ka/1+Iy:?K9\mB KML9L/>A>D]ICL?c
WYN_C%+/^#$'2"2XB½5CýPeJ^R,TaB5C«N1 Nb,@9M'C%B"@ 5CÄ#N1-0aB5Cu"C%+M'@>(""C%++.,2"+M'C%& C=/#%$6gM'C%&-125"B"-0/C%+/3*$'@92"!%C_(",@16U5øC/>5!%$'@ %&)C"C_"!#%$'&)(*$,+.-0/.-1$'2I("@.!#%!"C%2:/2"$'B"+e5$'2"2"C_B"25C_("@.CB5h'C,N7/>C%@92E/.-0h'C_C=/("N1B5+?#$'B"@/>C(*$,B"@ )@.&)C%@DXB"Cy#%C=/./>C#Nb,+9+.Cy4B"2"CyNb,@9M'C%B"@"C#%N1-0XB"C_3*$,@.2"!C,U
åÈAÉkÉkÈ &W()< ;(8;:B :?[*YHD]KH[ FHD a]B @BAQK+D FHDNLY?[7:]\+^+DNL_FH/1+13NL$D]1 Y?KX[D mcD]I mc DNL]I >g:SU/[\`:?[6c]>/1`L]I[:?I*@/1mc[\C 5([email protected]%+9+.-0$'2`+.B5-0h,2:/>CC%+/B52"C
66YC 5([email protected]%+9+.-0$'2I(H$'B"@åN0C?M,@>,("5C?5CN1_O"M'B"@.C"Uux5U
t0 = η4,5η4,6η5,6η4,1η5,3η6,2((a)4 ⊕ (b)5 ⊕ (h)6 ⊕ ρ6→1ρ5→3ρ4→2(t′0))
$t′0 = η1,2η1,2η2,3η2,4η3,5η4,5η5,6η4,6((i)1 ⊕ (d)2 ⊕ (c)3 ⊕ (g)4 ⊕ (e)5 ⊕ (f)6).øC%+ C=A("@9C%+.+9-1$'2
t1ct2C/t3+.$'2:/)"C+)C A("@.C+.+.-0$'2"+ (H$'B"@4N1C+4M'@>(""C%+
G1
cG2
C=/G3
"C N1OEM'[email protected]"U 5U
t1 = η4,5η4,6η5,6η4,1η5,2η6,3((a)4 ⊕ (i)5 ⊕ (e)6 ⊕ ρ6→3ρ5→2ρ4→1(t′0))
t2 = η6,3η6,4η6,5((g)6 ⊕ η3,2ρ6→3η6,5((h)6 ⊕ (f)3 ⊕ ρ3→2(tC5)))
t3 = η6,3η6,2η6,1(g)6 ⊕ η4,3η4,2ρ6→4η4,6η6,5((f)4 ⊕ (h)6 ⊕ ρ4→1(tC5))$t′1 = η3,6η3,4η3,5η2,6η2,5η1,5η1,4η1,2((b)1 ⊕ (f)2 ⊕ (d)3 ⊕ (h)4 ⊕ (c)5 ⊕ (g)6)C/
tC5 = η5,1η4,5η3,4η2,3η1,2((a)1 ⊕ (b)2 ⊕ (c)3 ⊕ (d)4 ⊕ (e)5).
øCyN0C%&)&ICK"U0Ux C=/?N1C/>5!%$'@ %&)C_"U0n425$'B"+"$'2"25Cy-0&I&)!%5-b/.C%&)C%2:/ : Z¾ÜHÂfÂfÀ"f¾°È &W()? ( 8 :PB :?[YHD]KH[FHD a]B @BAQK+DFHDNL Y?[:]\+^+DNLLQ:?1`L YHD]> D]I aN/RYHD]> @C1mF?KH@CI DNL]IO]/[a13ND\`:?[
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k6Y+/>@.B5#/>[email protected]%+?$'BN1C+D[A(HC%@9M'@>(""C%+U
2«("("N1-0#/.-1$'2ºcH$,2Ä5$'2"2"C4B"2u/."!%$'@ %&)C4"C4"!#%$'&)(*$,+.-0/.-1$'2L"C%+M'@.,(""C+_+>,25+yM,C%& C=/_#%$Ü6M'C& -12""B5-0/c,#%C?aB5-H25$'B"+á"$'2"2"CB"2"C?("@.CB5h'CK,N0/.C%@92E/>-7h'CDXB"CN1C%B5@áN1,@.M,C%B"@"C?#%N0-1XB"CC%+/3H$'@92"!%CU25Cu,B5/[email protected]^XB"C+9/.-1$'2 +9C%@>-0/I"C^/>@9$'B5h,C%@`[\,B5/[email protected]+`#%N1,+.+9C%+y89$'N0-1&)C%2:/)"!%#$'&)(*$'+.,3"N0C%+ (",@ #C/./.C"!#%$'&)(*$,+.-0/.-1$'2ºcC=/4"C`/.@.$'B5h,C%@º[Q,BA/>@.C+4("@.$,3"NE &IC+2E/.B"@.CN1+XB"-+.C`#$'&I(H$'@/>C%2:/435-1C%2k(E,@N1"!#%$'&)(*$,+.-0/.-1$'2 35-76089$,-12:/U
KC2"$'&3"@9C%BAÏ(5@.$'3"N %&)C%+ $'2:/I!/>!&)$'2:/>@.!+ (*$'N7a2"$'&)-b,BAk+.B5@IN0C%+ #%N1,+.+9C%+ 5CLM'@.,(""C+ "[email protected]'CB"@?,@.3H$'@.C+.#C%2:/>C3H$'@92"!%CU;lK[]C%+/N1Cy#+"Cy/>$'B5+N0C%+K(5@.$'3"N %&)C%+XB"-(*CB5h'C2X/+%[]!%#%@9-1@9CC%2^N1$6M'-0aB5C&I$,2E,"-0aB5C"B +9C%#$'2"$'@[email protected] Wt 5TôU5C+e("@9$'3"NE &IC+ !"$#&%'(*),+ #&%'c-.!/"$#0%,132 "$45.+ .)üc768459&68:.4;)=<>+3"$45%?) 2 45C%24dÁ$'2:/(E,@/>-0C,U'?2"C,B5/[email protected]#Nb,+9+.CD"CD(5@.$'3"N %&)C%+ü5CD(E,@9/.-76/>-0$'2"2"C&IC2:/5CNô[]C%25+.C%&3"N1Cå"C+<+.$,&I&)C/.+C+9/<!%M:,N0C%&)C%2:/(*$,N<a2"$'&)-b,N0C<+9B"@<N0C%+M'@>(""C%+"CáNb,@9M'C%B"@,@93*$'@9C%+9#%C%2:/.C_3*$'@92"!%C P MvÜTVUEÃ2 (HC%B5/2"$/>C%@aB5C_#%C%N1C%+/!%M:N1C%&)C%2:/N1CK#%,+D(H$'B"@eN0CK("@9$'3"NE &IC45 2 " 2 9>@< 45!"$ 1 BAC98+3@<.LP$A 'RÜTVc'(H$'B"@"!#%-15C%@å+.-EB"2 M'@.,(""C?B"25C?N1,@.M,C%B"@@.3H$'@.C+.#%C2:/>C3H$'@.2"!C(",@GB52
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kPED$FR'SÜTôUE?2"ChaB"C_M'!2"!%@.,N1C5C%+DB5/.-1N1-0+>/.-1$'25+G"[email protected]'CB"@e,@93*$,@.C%+9#%C2X/.C(*CB5//[email protected]/>@9$'B5h,!%CE,25+ P$a'S°TôU$,B"+IN0C%+ ("@9$'3"NE &IC+4XB"-(*CB5h'C2X/ +%[]!%#@.-1@9CC%2ÏN1$'M'-0XB"C &I$,2E,"-0aB5C "Bý+9C%#$'2" $,@."@9CLh,C%#XBE,2:/>-7OE#Ü/>-1$,2k+.B5@N1C++.$,&I&)C/.+ (HC%B5h,C%2:/ /[email protected]`@9!%+9$'N1B"+ C%2k/.C%&)("+N0-12"!%,-1@9C4+.B"@N0C%+ M'@>,(5"C%+ "[email protected]'CB"@"C4#N1-1XB"C3*$'@92"!%CPulDJHG?R'R,TVU;$,B"+_N1C+_("@.$'35NE %&)C%+K[\B52"C #%Nb+.+.C45C4("@.$'35NE %&)C%+K"C (E,@6/>-7/>-0$'2"2"C&IC2X/ fB52"C^+9$'B"+6g#%N1,+.+9CÆ"CÆ#C%N1N0CL5$'2"2"!CÆE,2"+ÆP MvT )(HC%B5/ /[email protected]Æ@9!%+.$,N1B"+IC%2 />C&I(5+(H$'N<a2"$'&)-bN<PID leR,SÜTVcEC/ P EDJFR5%Tø5$'2"2"CB"2"CyN1-0+9/.C"C("@.$,3"NE &IC+D(*$'N7a2"$'&)-b,BA*U,2"+D#C#wE,(5-0/>@9C,ca$'2 &)$'2:/>@.C@>XB[]B"2"C_25$'B5h'CN1N0CK#%N1,+.+9C"C(5@.$'3"N %&)C%+G"C(E,@/>-7/>-1$,2"2"C%&)C%2:/"C?Nô[]C%2"+9C%&35N1C?"C%+G+.$'&)&IC=/>+åC%+/e(H$'N<a2"$,&I-1,N1Ce+9B"@áN1C%+áM'@.,(""C+G"CNb,@9M'C%B5@á5C#N1-1XB"C?3H$'@.2"!C,UAÃ2C%2"!"B"[email protected]º[\B"25C,BA/>@.C_#Nb,+9+.C"C("@9$'3"NE &IC+%c"(5N1B"+DM'@.,2""CcEC%+/(H$'N7A25$'&I-1,N1C?+.B5@?N0C%+DM'@.,(""C+"[email protected]'CB"@,@.3H$'@9C%+.#C%2:/>Cy3H$'@.2"!C,U
kjml t fVtXyxoVt v zåvzH
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P/>CNeXB"C N1C+("@9$'("@.-0!/.!%+áE,2"+
P"Cη(G)
cρ(G)
C/G⊕H
(HC%B5h,C%2:/e=/>@9C"!#%-0"!%C+"C("B"-1+áN1C+G(5@.$'("@9-1!=/>!%+åE2"+P"C
GC=/HUøCy(5@.$'3"N %&)C_+.B"-7h,2:/(*CB5/?/>@9C@.!%+9$'N1BC2/.C%&)("+(*$'N7a2"$'&)-b,NH(E,@D#C/./.C &)!/."$a"C,U
, 5 ?3
: HÂfZ¾°À5°ÁH Î%ÀEÎHfË pÁ
H øÌ .*),+ 68"B"2M'@.,(""CG = (V,E)
U 2 9')>45'N1C ("N0B"+ (HC/.-0/
r ∈ N/>CNåaB5C
V+9$'-0/y(E@9/>-7/>-0$'2"2E,35N1CC2
rC%25+.C%&3"N1C+-125"B"-1+.,2:/y"C%+M'@.,(""C+?+.,2"+
H-12""B5-0/
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KX1 Y?[:]\+^+D ?XD]Ik ∈ N
?XQcWBE/[L@CBD@? @EL]IDKH1 :?B YH/[a@CIC^H>D\+/B `5R13/>A@:?B?\+/KH[BED \m[/?OQB]>D 6 2 % 2 9>+ )>4 2 *+
H45 1 : 4;)0L]KH[BEDNL Y?[:]\+^+DNLFHD-B :?[YHD]KH[FHD a]B @BAQK+D
:?KA\mB K Lk*L]@B :
kR7D@?=\m[DNLNL]@/1 DNL]IyFH/1+13NDi:?b?DbaiBED-Y?[:]\+^+D?c
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G′ B52M,@>,("5C!/.-1XB"C/.!,UHÃ2 2"$,/.C_(E,@ Bq(G′)Nô[]C%2"+9C%&3"N0C_"C%+D+9$'B"+ö6YM'@.,(""C+?-02""B"-7/>+G"C
G′ Á!h,C%2:/>B"CN1N0C%&)C%2:/hA-0"C%+ Dmh,C%# ,B("N1B"+ q +.$'&)&IC=/>+UtA$'-7/q = |V (H)|
U[QN1M'$'@9-0/."&IC#,N0#%B"N0CI@9!%#%B5@.+.-7h'C&IC2X/%c(H$'B"@y#wE,XB"CI+.$'B5+6YM,@>,("5C`,("("Ü6@>-1+.+.,2:/E,2"+N1 5!%#%$,&I(H$'+.-7/>-0$'2`"BM'@>(""C,cENV[\C2"+.C&3"N0C_"C&B"N0/.-76gC%2"+9C%&3"N0C%+e+9B"-0h,2:/iS(G) =
⟨Bq(G[V1]), . . . ,B
q(G[Vr])⟩
: V1, . . . Vr
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〈B1, . . . , Br〉"CS(G)
/>CN_aB5C«(H$'B"@ />$,B5/i ∈ 1, . . . r
cBi
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q+9$'&)&IC=/>+%U
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q+.$,&I&)C/.+%U<WYN ,B("N1B5+
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cC=/"$'2"#(r+1)2l(q,k) &B"N7/>-Å6YC%25+.C%&3"N1C+º(H$'+.+9-13"N0C%+ f(H$'B"@º#wE,XB"CC%25+.C%&3"N1CcENb&B"N7/>-0("N1-0#%-0/.!C%+9/?#$'&I([email protected]+9C_C%2:/>@9C
0C/r U+,25+/.$'B"@DN0C%+#,+
r ≤ |V (G)|UEÃ_2 h,$'-0/
df,#-1N1C&IC2:/DXB"Cl(q, k)
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q×(q−1)2UøC%+KC2"+.C&3"N0C%+
S(*CB5h'C2:/_/[email protected]#%,N1#B"N1!+@9!%#B"@.+9-0h'C&IC2:/U$'B"@N1C+$'(H!%@./>-0$'2"+
·cηC=/ρcH$'24-1&)&I!"-bÜ/>C%&)C%2:/§
S(·i) =〈∅, ·i, ∅, . . . , ∅〉
Á$∅@9C%("@9!%+9C%2:/>CN0C_M'@>(""C!/.-1XB"C/.!yha-0"C UEå2C *C/-1N2[]C=A-0+9/>CXB[]B"2"Cy(E,@/>-0/.-1$'2 5C%++.$'&)&)C/>+D5BLM'@.,(""C
·iU
§S(ρi→j(G)) =
⟨ρi→j(H
′) : H ′ ∈ Bi
⟩
i∈1,...,r
:⟨Bi
⟩i∈1,...,r
∈ S(G)
U§S(ηi,j(G)) =
⟨ηi,j(H
′) : H ′ ∈ Bi
⟩
i∈1,...,r
:⟨Bi
⟩i∈1,...,r
∈ S(G)
U$'B5@áN0Ce"[email protected]"-0C%@å#,+c'!/>,2:/á"$'2"2"!
S(G1)C/S(G2)
$'2 "$'-7/#,N0#%B"N0C%@S(G1⊕G2)
U $'B5/.C%+åN1C+(E,@/>-7/>-1$,2"+P = V1, . . . Vr
"CV (G1⊕G2)
("@.$mha-1C2"2"C2X/[]B"2"Cå(E@9/>-7/>-0$'2V ∩V (G1) : V ∈ P1"C
V (G1)C=/?[\B52"C (",@9/.-0/>-0$'2
V ∩ V (G2) : V ∈ P2"C
V (G2)UWYN(*CB5/f mh,$'-1@B"2½2"$'&[email protected] C=A(H$'2"C%2:/.-1C%N"C df$'2"+"C«#$'&3"-02"C%@ B52"C«(",@9/.-0/>-0$'2
P1
"CV (G1)
C/P2
"CV (G2)
cZ&I,-1+-1Nø25$'B"+?+.B /5C #$'2"2E 0/>@9CyN0C%+?C%2"+9C%&35N1C%+Bq(Gi[V
′])cHh'C#
i ∈1, 2
c5(H$'B"@DN0C%+D"-+º[email protected]/.C%+#%N1,+.+9C%+V ′ "C+?(",@9/.-0/>-0$'2"+ Pi
(*$'B5@D(*$'BAh'$'-0@e#,N0#%B"N0C%@eN0C%+DC2"+.C&3"N1C+Bq(G[V ′])
(H$'B"@DN0C%+#%N1,+.+9C%+V ′ "CN1 (",@9/.-0/>-0$'2`"C V (G)
U
MSOL
2LCºC=/cE$'2h'$'-7/Ddf,#%-0N1C&IC2X/eaB5CBq(G1 ⊕G2) = H1 ⊕H2 : H1 ∈ B
q(G1), H2 ∈ Bq(G2)
C/|V (H1)|+ |V (H2)| ≤ q.
tA$'-7/B1C/B2"CBAIC%2"+9C%&35N1C%+G"C?M'@>,(5"C%+G!/>-0XB"C/.!%+º[Q,BI("N1B5+
q+.$,&I&)C/.+%UaÃ2 "!=OE2"-7/(E@
B1 ⊕ B2NV[\C2"+.C&3"N0C
H1 ⊕ H2 : H1 ∈ B1, H2 ∈ B2C/|V (H1)| + |V (H2)| ≤ q
UÃ2u`5$'2"#Bq(G1 ⊕G2) = Bq(G1)⊕ Bq(G2)
US(G1 ⊕ G2)
(*CB5/=/>@9C`#,N0#%B"N0! "CINb^&I,2"- %@9CI+9B"-0h,2:/>C $'2k#%$'&)&IC2"#%C h'C%# NV[\C2"+.C&3"N0CD = 〈〉 × S(G1)× S(G2)
cZ("B"-0+$,2^!/.C%2"D
o Nô[]C%2"+9C%&35N1Cy"Cy/.$'B"+?N1C+?/[email protected](5N1C/.+aB5-(HC%BAh'C%2://[email protected]$'35/.C%2XB"+Kº[\B"2L/>@.-0("N1C=/(M,M1,M2) ∈ D
C%2^+.B"("([email protected]&I,2:/?B"2^C2"+.C&3"N0CB1
5CM1
C/B"2C%25+.C%&3"N1CB2
"CM2
cÜC/<C%2@.°89$'B5/>,2:/B1⊕B2
oMU'Ã2h,$'-0/XB"CeXBE,25
D2"C(H$'B"@9@>K(5N1B"+/[email protected]!/.C%2"5Bc'$'2 ,B5@>
S(G1⊕G2) = M : (M, 〈〉, 〈〉) ∈ DU l$'&I&)C
McM1
C/M2
,("(E,@/>-0C%2"2"C2:/o4B"2B"2"-0h,C%@9+[\,B("N0B"+
(r + 1)2l(q,k) !%N0!%&)C%2:/>+cDI,B("N0B"+
(r + 1)3×2l(q,k) !%N0!%&)C%2:/>+U2"C
k6YC=A("@9C%+9+.-1$,2
O(n)$'(*!@>/.-1$'25+
⊕c#wE,XB"CÄ$'(*!@>/.-1$'2 ("@.C2""+B"2 />C%&)("+
O((n +
1)3×2l(q,k))c!=/w,2:/"$,2"2"!uXB"CuNô[]$'(H!%@./>-0$'2
⊕+9B"@ N1C+`C%25+.C%&3"N1C+ +.CÆdf,-7/`C%2 /.C%&)("+ #%$'25+9/w2X/%cXBE,2"
qC/k+9$'2:/KO5A!%+Uº[]$'(H!%@>Ü/>-1$,2L(H$'B"@
·+.Cydf,-0/C2^/>C&I("+?#%$,2"+9/>,2:/C/#%CN1N0C%+(*$,B"@
ηC=/ρ+.C_dÁ$'2:/?C%2/>C&I(5+
O((n+ 1)2l(q,k))U+BO"2E,Nôc5N1C/>C&I(5+D"CNô[\,N1M'$,@.-0/."&)CC+9/?(*$,N<a2"$'&)-b,NVU
Ã2h,$'-0/aB5CáN0Cü("@9$'3"NE &IC<"C%&I,2"E2X/5C(E,@9/.-0/.-1$'2"25C%@ºNV[\C2"+.C&3"N0Cü"C%++9$'&I&)C/.+C%2V1, . . . , Vr/>CNaB5C^#wE,XB"C
Vi
-125"B"-0/ B52 M'@.,(""C+>,25+H1, . . .Hk
-12"5B"-0/)C%+/ !M:,N0C%&)C%2:/)(*$'N7a2"$'&)-b,NVcN1("@9C%B5h,C2[]C%+9/eaBº[\B"25CKN1!M %@9CK&)$A5-0OE#%/>-0$'24"CKN1y([email protected]%BAh'C("@9!%#!%"C2X/.C,UlC=/./.C#%N1,+.+9CK"C?("@.$,3"NE &IC+C%+/_C=5,#=/>C&IC2X/N1I#Nb,+9+.C"C+_("@.$,3"NE &IC+/>CN1+aBº[\-0N<C=A-0+9/>CB"2"CdÁ$'@9&B"N0Cϕ+.,2"+XBE,2:/.-0OE#%/>CB"@C/?"Ch,@.-1,3"N0C%+DN1-03"@.C+
x1, . . . xl
cHC=/?$LNV[\$,2L"C& 2""C"Cy(E,@9/.-0/.-1$'2"25C%@VC%2
V1, . . . , Vr
/.C%NXB"C(H$'B"@e/>$,B5/i ∈ 1, . . . , r
$'2,-0/〈G, Vi〉 |= ∀x1, . . . , xl ∈ Vi, ϕ(x1, . . . , xl).
Ã2Ih,C%@[email protected]"CNV[\$'2)(HC%B5/!/>C2""@9C#%C@.!%+9B"N0/>/G(*$'B5@G2[]-1&)(H$'@9/.C?XB"CN1N0C?dÁ$'@9&B"N0C?C2 N0$'M'-1XB"C?&)$'2EÜ6"-0aB5Cy5BL+9C%#%$,2"L$,@."@9C,Ukj7d 't Gfk_z
MSOL
lC%@/w,-02"C%+"!=OE2"-0/.-1$'25++.$'2:/"$'252"!%C+dÁ$,@.&)C%N1N0C%&)C%2:/C2y,2"2"C 5Cå"Cå#C#wE,("-7/>@.CU N1B"+ø"C5!/w-1N1++.B5@?N1/>"!$'@.-0C"C%+&)$A! N1C+eOE2"-1+D(HC%BAh'C%2:/K/>@9C_/>@.$,B5h'!E,25+ PåF [ÜTVU ,+1!14B $'$ 6 2 68D +M6"( $^22)¿*Í'À" pÂÁÀEf¾°È C%+9/GB"2)C%2"+9C%&35N1COE2"-E"CÎÉuHÂfÈaÎËÈ ¾°ÈaÂfÀ5mfHÎ ; UHlEaB5CK+@a&3H$'N0CD"[email protected]/.-1$'2 (*$'+9+7 "C B52"CÀ"¾ÜÁmÌZc"B52LC2X/.-1C@D2E/>[email protected]%Nø25$'22aB5NôUZ25Cy¾°ÈaÂÁÀ5°Á* [\,@.-7/>!
k ∈ N∗ +9B"@B"2C%25+.C%&3"N1CA
V,(5(*CN1!%C_!M:,N0C%&)C%2:/¾°ÈAÂÁÀ5°ÁHk>ÀEÁ¾°È +9B"@
A=cEC+9/?B"2+.$'B5+6YC2"+.C&3"N0Cy5C
AkU
Ð ! Ý ò°ÙVÒôÖ9æZßmäãÜÕ°Ó\ÙVÓQâ=ÕÜæEÝ=òmÙVâÒVÓëæVÖÕ%ÙZßmÖ9æEõâ=ÕÜæfÙôÝ=ÕÙôÖ9æ5ÖöÙHß°Ö9æ"÷ÅâÕÜõYÙôÓ\âÕÜæEß°Ý Õæ"×\Ö.æ"ó=âmõÝ=Þ°ò°×ëÝ ÓQÒVÖ.æÚ>ØDÝ Óëæ"Ö×Q×\Ö.æ"ûÖ9ò°ó=Ö9Õ%Ù ÙôÒVÖüÒôÖû°Òôä9æVÖÕ%Ùôä9æºûÜÝ Òß°Ö9æÒôÖ×ëÝwÙVÓQâ=Õæð
, 5 ?3
tA$'-7/τN1CKh,$A#%,3"B"N1,-1@9Ch'C##%$'&)&IC+@a&3H$'N1C+D"C%+D@9C%N1/>-0$'2"+
R1, . . . , Rk
c"[\,@.-7/>!%+a1, . . . , [email protected]+.(HC%#=/>-0h,C%&)C%2:/U2"C4Î=m¾pÍ,p¾°È
A"BÆh'$a#3"B"[email protected]
τf,("(HC%N1!y!%M',N1C&IC2X/KB"2"C
τ>Îm¾pÍ,p¾°È C%+/ü#$'2"+9/.-0/.B"!%Cá[]B"2C%25+.C%&3"N1C
Ac°N1CáËHÉkÀEfÈZc°C/[]B"2"C@9C%N1/>-0$'2
ai
i
+9B"@A(*$,B"@#wE,XB"C
i ∈ 1, . . . , kUEN0N1C+9C%@> 2"$,/.!%C
〈A,RA1 , . . . , R
Ak 〉U
BE,2"«-1N2[ «,B"@>(E,+y[\,&3"-0M'BV/>! +.B"@yNb +/>@.B5#/>[email protected]$'2«!%#@.-1@.(",@9dÁ$'-0+%cø(E@ 3"B"+y"C2"$,/>/>-0$'2c
RoÆN1Æ("Nb#%C`"C
RA U ,@4NbL+.B"-7/>C,c/>$'B5/.C%+ N1C++9/[email protected]"#=/>B"@9C%+ +.C@.$'2:/)+.B5("(*$,+.!%C+)O"2"-1C+f#[\C+9/6oÜ6g"-1@9C_"C"$'&I,-12"COE2"- U
KC%Ba4(H$'+.+9-13"-0N1-0/.!%+(*CB5h'C2:/å/>@9CeC%2:ha-1+.,M'!C%+(H$'B"@<@9C%("@9!%+9C%2:/>C@áB524M'@>,(5"C,U?,2"+üN1("@9C%&)-E @.C,cN1C+e!%N0!%&)C%2:/>+D+9$'2:/N1C+e+.$'&)&)C/>+"B M'@>(""C,c5C/D$'2 5-1+.(H$'+9C_[\B52"[email protected]/.-1$'2`35-12E,[email protected]?XB"-C%+/Dha@>,-0C+.-?N1C+I5C%BA +.$'&)&)C/>+)+.$,2X/`,Ü8.,#C%2:/>+U 2"+ N1Ä+9C%#%$,2""C,cGN1C+ !%N0!%&)C%2:/>+)+.$,2X/ N1C+ +.$,&I&)C/.+IC=/N1C+y,@.=/>C%+y"BÄM'@>(""C,UÃ2Ä"$'-0/5$'2"#)°89$'B5/.C%@yB"2Ä("@.!"-1#%/y(*$'B5@y+.h'$'-0@y+9-B"2k!N1!&IC2X/yC+9/ B"2+.$,&I&)C/%c<$'BB"2"C,@9/.C,UáÃ2Ïu/.$'BÜ89$'B5@.+4B"2"C@9C%NbÜ/>-1$,2 3"-12",-1@9C,c<&I,-0+#%C=/./.CdÁ$,-1+#-DNbÆ@.CNb/.-1$'2[]-12"#-1"C2"#%CC2X/[email protected]++.$'&)&IC=/>+DC=/N0C%+,@9/.C%+%UÃ2u"!%+9-1M'2"C (E,@τ1N1Cyh'$a#,35B"Nb,[email protected](*$,+.+.!E,2:/B"2Æ+9C%B"N<+@a&3H$'N1C "[email protected]/.-1$'2
Adj[\,@.-7/>!
2UÃ2 "!+.-1M,2"C`(E,@
τ2N0C)h,$A#%,3"B"N1,-1@9CI(H$'+9+.!%",2:/ B"2 +@a&3H$'N0C "C`@9C%N1/>-0$'2
Adj2[\,@.-7/>!
2C=/4B"2+@a&3H$'N0C_"[email protected]%N1/>-0$'2
PV
[\,@.-7/>!1U
tA$'-7/G = (V,E)
B"2ÄM'@.,(""CUÃ_2Ä2"$,/.C%@.τ1(G)
Nbτ16g+9/>@9B"#/.B"@.C
〈V,Adj〉cø$
Adj"!+.-0M'2"CNô[\,Ü8.#%C%25#%CC%2:/>@9C^N1C+I+9$'&)&IC=/>+%cåC=/
τ2(G)Nbτ26g+9/>@9B"#/.B"@.C
〈V ∪ E, PV ,Adj2〉$e
PV
C+9/ B"2("@9!%"-0#/ B"2E,[email protected] ha@>,-á+.-åNô[]!%N0!%&)C%2:/ C%+9/E,2"+VcC/
Adj2C%+9/B"2"[email protected]%N1/>-0$'2Ä3"[email protected]@>-1C)+.-áB"2!%N0!%&)C%2:/C%+9/B"2+9$'&)&IC=/cmNô[\,B5/[email protected]åC%+/<B52"Ce,@9/.CGC=/<N0CG+9$'&I&)C/C+9/-12"#-1"C2X/ oNô[\,@.=/>C,UÃ225$,/>CáXB"CNb+9/>@9B"#/.B"@.C
τ2(G)@9C%+/>@.C-12:/>C"C
PV
C%+9/ü-1+.$,&I$'@9(""Cyoτ1(G)
c,$I(G)
C%+/åN1CM,@>,("5CD[\-02"#%-0"C%25#%C"CGU
[\,B5/>@9C%+D$'3X89C/>+D&I/."!%&I/>-0XB"C%+G(*CB5h'C2X/=/>@[email protected]%(5@.!%+9C%2:/>!+(E,@e"C+D+9/[email protected]"#=/>B"@9C%+%c5#%$'&)&ICN1C+M'@.,(""C+4$'@.-0C%2:/>!+ fNbÆ@9C%N1/>-0$'2k2[]C%+/)(E,+4+@a&)!/[email protected]"C C/ N0C%+4[a(*[email protected]'@.,(""C+ Á(E,@4N0C%B"@M,@>,("5C[]-12"#-1"C2"#%C =U #, 4$ . ,9 #&/4 $ & 2 $+-,/9#& ,%&/%$2uN1$'M'-0XB"C 5Bu("@.C&I-0C%@?$'@."@9C,c*N1C%+XBE,2:/>-7OE#/.C%B"@9+(H$'@9/.C%2:/_+.B5@N1C+K!%N0!%&)C%2:/>+K"BÆ"$'&I,-02"C,U
2N1$'M'-0XB"C5B+9C%#$'2"$'@[email protected],cA$'2 (HC%B5/DXBE2X/.-0OEC@D!%M:N1C%&)C%2:/+.B"@DN0C%+@9C%N1/>-0$'2"+%UAN1$'M,-1XB"C?&I$62E,5-1XB"C"Bu+9C%#$'2"Ä$'@."@9C MSOL
(H$'B"@$>/1m:MF?@ aiLDbaN/1mF /[FHD][BE/7Y?@ a C+9/B"[email protected]%+/>@9-1#/.-1$'2L"CNb4N0$'M'-1XB"CK"B^+9C%#%$,2"^$'@9"@.CcE(*C@.&)C/9/w,2:/?"CXBE,2:/>-7OEC%@?B"2"-0aB5C%&)C%2:/?+.B"@[email protected]%N1/>-0$'2"+DB"2",-1@9C%+%U,25+Nb)+.B"-7/>C,cH+>2"+-125"-1#%/>-0$'2"+?+.B"("(5N1!%&)C%2:/>,-1@9C%+%cHN1C+dÁ$'@9&B"N0C%+?+.C%@9$'2:/+.B"(5(*$'+9!%C+_/>@9C&)$'2EÜ6"-0aB5C%+"B+.C%#$'2"L$'@."@9C,U2"CGdÁ$'@.&B5N1CáC%+9/üÀ5mHÉ ;pÈ_+9-ACN1N0CGC+9/"CNb?dÁ$,@.&)C
x1 = x2
$'BR(x1, . . . , xa)
c$x1, . . . , xa+.$,2X/"C+øh,@.-b3"N1C+ø"B("@.C&I-0C%@ø$'@9"@.CcC/
RC+9/B"2+@a&3H$'N0C"Cå@.CNb/.-1$'2_[\,@9-0/>!
a"Bh'$a#,3"B5Nb,[email protected],c$'BB"2"Ch,@.-1,3"N0CK"B+.C#%$'2"L$'@[email protected],U2"C ¿"À5¾ÁÀ"ÂfÈ ÂVÁ¾°ÈL[\B52"C)dÁ$,@.&B"N0C4C%+/B"25C)h,@9-b,3"N0C4XB"-å2[\C+9/ (E,+yE,2"+yNb (H$'@9/.!%C []B"2XBE,2:/>-7OE#Ü/>C%B5@%UZ25CdÁ$,@.&B"N0C_C%+/KÍ:ÂÁHÎ%È +9-øC%N0N1C2[\),B"#%B52"C_h,@.-b3"N1CN0-13"@9C,U2"CÀEÎÎzHÀA°fHu(H$'B"@B52 C%25+.C%&3"N1C"Ch,@9-b,3"N0C%+
XC/B"2"C+9/>@9B"#/.B"@.C
AC%+/eB"2"C?dÁ$'2"#=/>-1$,2XB"- o #wE,XB"C4h,@.-1,3"N0CN1-03"@.C"B ("@.C&I-0C%@$'@9"@.C "C
X,+.+9$A#-1C4B"2 !N1!%&)C%2:/"B "$,& ,-02"C"C
AcC/io`#w",XB"Ch,@.-1,3"N1C N1-03"@.C "Bu"C%Ba5- %&)C4$'@[email protected]"C
X,+9+.$a#%-1CB"2 +.$'B"+ö6YC2"+.C&3"N1C45Bu"$'&I,-12"C
MSOL
"CAUZ25C
τ6Y+/>@.B5#/>[email protected]
Ah'C# B"25C,+9+.-0M'2E/.-1$'2
z"C%+h,@.-1,3"N0C%+
X1, . . . , Xl
C+9/K,+.+9-1&)-1Nb3"N1C-oB"2"C(τ ∪ X1, . . .Xl)
6Y+/>@9B"#/.B"@.CUtA$'-7/
ϕB"2"CDdÁ$'@.&B"N1CU,?2"C
τ6g+9/>@9B"#/.B"@.C
Ah'C%#B"25C+.+.-0M'2E/.-1$'2"C%+h,@.-1,3"N0C%+üN0-13"@9C%+ü"C
ϕC+9/B"2ÄÉkøË%aÂfÈ"C
ϕ+9-ϕC+9/+>Ü/>-1+df,-7/>C",2"+_NbI+9/>@9B"#/.B"@.C
Ah'C#4Nô[\,+.+9-1M'2"/>-0$'2
z"C+h,@.-b3"N1C+
fN14"!OE25-0/>-0$'2 dÁ$'@.&)C%N0N1CC+9/"$'2"25!%CyC%2Æ2"2"C=AC =U*Ã2^N1C_25$,/>C@>〈A, z〉 |= ϕ
cE$'BA |= ϕ
+.-ϕC%+9/#%N0$'+.CU`Ǿ°gHËÈHp¾ÆËÈ ;pÀ"*° Í'À5mfHýº[\B"25CdÁ$'@.&B5N1C ϕ cº2"$,/.!%C qr(ϕ)
cC%+/"!O"2"-1C@9!%#B"@.+9-76h'C&IC2:/UtA-ϕ2[\`(E,+"C4XBE2X/.-0OE#%/>CB"@%cº,N1$,@.+
qr(ϕ) = 0U tA-
ϕ = ¬ψcøN1$'@9+
qr(ϕ) = qr(ψ)U
tA-ϕ = ψ1 ∧ ψ2
cZ$'Bϕ = ψ1 ∨ ψ2
cº,N0$'@.+qr(ϕ) = max(qr(ψ1), qr(ψ2))
U_å2AOE2Æ+.-ϕ = ∀Xψ
$'Bϕ = ∃Xψ
Á$XC%+9/B"2"C_h,@9-b,3"N0C"B("@.C&I-0C%@e$,BL"B+9C%#%$,2"^$'@9"@.C =c
qr(ϕ) = 1 + qr(ψ)U
tA$'-7/τB"2 h,$A#%,3"B"N1,-1@9C,UÜÃ22"$/>Cá(E,@
MSOLq(τ,X,Y)NV[\C2"+.C&3"N1Cá"C+dÁ$'@9&B"N1C+&I$'2","-1XB"C+"B +9C%#$'2" $'@9"@.CL"B h'$a#3"B"[email protected]
τcá"CL("@.$,dÁ$,2""C%B5@ "CÆXBE2X/.-0OE#%/>-0$'2 B ("N0B"+
qcGmh,C%#Æ5C%+h,@.-1,3"N0C%+"B ("@9C%&)-1C@_$'@."@9C4E,2"+
XC=/N1C+h,@.-b3"N1C+"BÄ+.C%#$'2"Ä$'@[email protected],25+
YUÃ2 2"$,/>C4(",@
MSOLq(τ)NV[\C2"+.C&3"N0C"C%+ødÁ$'@9&B"N1C+º&)$'2E,5-1XB"C%+ø5By+9C%#$'2"y$'@."@9C#%N0$'+.C+ø"B_h'$a#,3"B5Nb,[email protected] Á#,[]C%+/96
oÜ6g"-1@9CMSOLq(τ, ∅, ∅)
=U # ÌXZ¾ÜfÈ"C〈A, z〉
cH2"$,/.!Th(〈A, z〉)
cºC+9/NV[\C2"+.C&3"N1C"C%+dÁ$'@9&B"N0C%+K5$'2:/〈A, z〉
C%+9/B52&)$A! N1Cc5#,[]C%+/96oÜ6Y"[email protected](〈A, z〉) = ϕ : ϕ ∈ MSOL(τ)
C/〈A, z〉 |= ϕ.
KC&)%&)CTh(A) = ϕ : ϕ ∈ MSOL(τ)
C=/A |= ϕ.Ã225$,/>C@>
Thq(〈A, z〉)ca$
k ∈ Nc5Nô[]C%25+.C%&3"N1C5C%+edÁ$'@9&B"N1C+e"C_("@9$,dÁ$'2"5C%B"@e5C_aB",2:/>-0O"#Ü6/>-0$'2Ä,BÄ("N1B"+
q"$,2X/
〈A, z〉C%+9/ B"2Ä&I$a! N1C,cº#,[]C%+9/6oÜ6g"-1@9C
Th(〈A, z〉) ∩MSOLq(τ)UWKC)&)%&)C
Thq(A) = Th(A) ∩MSOLq(τ)U
lC%@/w,-02"+,N0M'$'@9-0/>5&IC+& 2"-1("B5N1C%2:/y"C++.$,B"+6gC%2"+9C%&3"N0C%+5CMSOLq(τ)
U $'B"@ #%C%N15cø-1Ndf,Ba6"@.,-0/?XB"Cy#%C/C%25+.C%&3"N1Cy+.$'-7/OE2"-ôcZ#C XB"-2[]C%+/(E,+?N1C#%,[email protected]#/.C%&)C%2:/cZ&I,-1+DXB"-Nô[]C%+/&)$a"B"N1$Nô[]!%XB"-7h,N1C2"#%C_"C+DdÁ$'@.&B5N1C%+UJ^,N0"C%B"@9C%B"+9C%&)C%2:/cNV[\!aB5-0h,N1C2"#%C^C%2:/>@9C«N0C%+`dÁ$'@9&B"N1C+ f&)%&)CÆ"B("@9C%&)-1C%@ $'@."@9C C+9/-12A6"!#%-1",3"N1CU <,@)#%$,2X/[email protected]$'2ý(*CB5/)/>@.$,B5h'C@IB"25CL@9C%NbÜ/>-1$,2Ϻ[\!aB5-0h,N1C2"#%C f#[\C+9/6oÜ6g"-1@9C@9!EC A-0h'Cc+@a&)!/[email protected]"C C/?/>@.,2"+.-7/>-7h'C cZ2"$,/>!C≈cHC%2:/>@9CN1C+?dÁ$,@.&B"N0C%+/>CN1N1CXB"C +.-
ϕ ≈ ψcH,N1$'@9+
ϕC%+/!aB5-76h,N1C2:/>Cgo
ψcøC/ (*$,B"@B"2
q ∈ NOA5!c-1NÄ,-7/B"2k2"$,&3"@.C4OE25-á5C)dÁ$'@9&B"N0C%+2"$'2Ä!%XB"-7h,N1C%2:/.C%+(E,@
≈c"5C_("@.$,dÁ$,2""C%B5@D"C_XBE,2:/>-7OE#/.-1$'2B ("N1B"+
qU"4"!=OE2"-0/.-1$'2 "C_#%C=/./>C@9C%NbÜ/>-1$,2c5-12"+9-ºXB"CNb3H$'@.2"C+.B"(H!%@9-1CB"@.C"B`2"$'&3"@.C"CK#Nb,+9+.C%+G[]!%XB"-0h,N0C%2"#CK(H$'B"@GN1C%+ådÁ$'@9&B"N1C+G5CK("@9$,dÁ$'2""CB"@á"CXBE,2:/>-7OE#Ü/>-1$,2LB(5N1B"+
q+9$'2:/5$'2"2"!C%+?C%2L,2"2"C 5CU
,2"+ Nb«+9B"-0/.C,cá$'2 &I,2"-0("B"N0C%@> N1C+IdÁ$'@9&B"N0C%+ &I$a"B"N0$≈cGC/`5$'2"#^$,2 +.B"(5(*$'+9C%@.kXB"CÆN1C+C%25+.C%&3"N1C+
MSOLq(τ)+9$'2:/OE2"-1+c"(H$'B"@
qC/τO5A!+%U
,0#"4<*g6*g2MSOL
$'B5@?+9-1&)("N1-7OEC%@N1C%+D25$,/w/.-1$'25+%c"+9-XC+9/?B"2"[email protected]/.-1$'2 B"2E,[email protected],c5$'2L!#%@9-1@>
x ∈ X(H$'B"@
X(x)UÃ2L!#%@9-1@>
∀x ∈ X,ϕ(H$'B"@
∀x, x ∈ X ⇒ ϕC/∃x ∈ X,ϕ
(H$'B"@∃x, x ∈ X ∧ ϕ
U
, 5 ?3
Ì ÁmfH ;;(;(*)+(25C("@9$'("@.-0!/.!G+9B"@<N0C%+ τ 6Y+/>@.B5#/>[email protected]%+ P C%+/üB"2"CǾ°ZǾÜÁÌ:mÌ MSOL+%[]-1NXC=A-1+/>CB"2"C4dÁ$'@9&B"N0C&)$'2E,"-0XB"C"B +.C#%$'25«$'@9"@.C4+9B"@N1Ch,$A#%,3"B"N1,-1@9C
ϕ/>CN1N0CXB"C
PC+9/_ha@>,-0C4+.B"@_N1+9/[email protected]"#=/>B"@9C
A+.-øC=/?+.C%B5N1C%&)C%2:/?+.-
A |= ϕÃ2L(HC%B5/,(5("N1-0aB5C%@eN1 5!OE2"-7/>-0$'2 +.B"@N0C%++9/[email protected]"#=/>B"@9C%+τ1C/τ2"C+M,@>,("5C%+%UHÃ2$'35/.-1C%2:/
Ì ÁmfH ; (;(;(_2"CL("@.$,("@.-0!/>!+.B5@ N1C+IM,@>,("5C%+ C+9/ MSOL1
+%[]-1NC=A-1+/>CLB"2"CLdÁ$,@.&B"N0CC%2N1$,M'-1XB"C_&)$'2E,5-1XB"C"B+.C%#$'2"Æ$,@."@9Cϕ+.B"@?N1CN1,2"M:,M,C
τ1/>C%N0N1C_XB[]B"2^M,@>,("5C,-7/Nb4("@9$'("@.-0!/.!+.-øC=/?+.C%B5N1C%&)C%2:/?+.-
τ1(G) |= ϕU2"Cy("@9$'("@.-0!/.!y+9B"@?N1C%+M'@.,(""C+C+9/
MSOL2
+[\-0NøC=A-1+/>CyB"2"CdÁ$'@.&B5N1C_&)$'2E,"-0XB"C_"B^+9C%#$'2"$'@9"@.Cϕ+.B"@N0C_Nb,2"M',M'C
τ2/.C%N1N0CXB[]B"2^M'@.,(""C-0/DN1 (5@.$'("@9-1!=/>!_+.-øC=/?+.C%B5N1C%&)C%2:/?+.-
τ2(G) |= ϕU
<,@C 5C&I(5N1C,cEN1("@.$,("@.-0!/>!GC%+9/?#$'2"2"C 5C C%+/
MSOL1
cEh,C%#ϕ , ∀X, (∀x ∈ X, ∀y,Adj(x, y)⇒ X(y))⇒ ∀x, x ∈ X.
4("@.$'([email protected]!=/>!G(HC%BA/=/>@9Cy#$'N1$,@.-1!mh,C%#
3#%$'B"N0C%B"@9+ Nô[]C%+9/?!M:,N1C&IC2:/_
ϕ , ∃X∃Y ∃Z, Stable(X) ∧ Stable(Y ) ∧ Stable(Z) ∧ Partition(X, Y, Z)
h'C#Partition(X, Y, Z) ,∀x, (x ∈ X ∨ x ∈ Y ∨ x ∈ Z) ∧ ¬(x ∈ X ∧ x ∈ Y )∧
¬(x ∈ X ∧ x ∈ Z) ∧ ¬(x ∈ Y ∧ x ∈ Z)C/Stable(X) , ∀x ∈ X, ∀y ∈ X, x 6= y ⇒ ¬Adj(x, y).^("@.$,("@.-0!/>!G(H$'+.+ %"C B"2 #-1@9#%B"-7/ ,&I-0N0/.$'2"-1C2«C%+/
MSOL2
UÃ2 #w"C@.#w"CB"2 +9$'B"+ö6C%25+.C%&3"N1C[\,@.=/>C+X/>CNøXB"C
(V,X)+9$'-0/
26g@.!M'B"N1-0C%@eC=/#%$'252"C=AC,U
ϕ , ∃X ⊆ V,
[[∀x ∈ V,∃e, f ∈ X, (e 6= f ∧ Adj2(x, e) ∧ Adj2(x, f)∧
∀g ∈ X,Adj2(x, g)⇒ (g = e ∨ g = f))]∧
[∀V ′ ⊆ V,[∀u ∈ V ′, ∀v ∈ V, (∃e ∈ X, (Adj2(e, u) ∧ Adj2(e, v)))⇒ y ∈ V ′)
⇒ V ⊆ V ]]].
Ã2 h'$,-0/df,#%-0N1C%&)C%2:/XB[]B"2"CG("@.$'([email protected]!=/>!MSOL1
(HC%B5//[email protected]å/>@>"B"-0/.CGC2B"25CG("@9$'("@9-1!/.!MSOL2
UøC#$'2:/>@>[email protected]á2[]C%+/(E,+/>$'BÜ89$,B"@.+hA@.,-mN1("@9$'("@.-0!/.!G(H$'+.+ %"CB"24#%-0@.#%B5-0/ K,&)-1N7/>$'25-1C%2 2º[\C+9/(E,+
MSOL1
Pl$,B,,TVUlC%@/w,-02"+("@9$'3"NE &IC+; <6g#%$'&)("N1C=/>++.$'2:/"$'25#
MSOL1
$'BMSOL2
U ,@C=AC&I("N0C,c*N1C%+K("@.$63"N %&)C%+k 6 2 % 2 98+-)>4 2 C=/ @ + 9,)>4;)>4 2
k.!/"$#0%, 132 "$45>+ .)> f(H$'B"@
kOA5! +.$'2:/
MSOL1
UEøC%+?("@9$'3"NE &IC+ 68459&68:.4;) + "$45% ) 2 .45«C/ 2 :.AC98+ @/<. 68: #04 :.L+.$'2:/
MSOL2
UøC%+(5@.$'3"N %&)C%+
LinEMSOL+9$'2:/eB"2I!%XB"-0h,N0C%2:/G"C%+e(5@.$'3"N %&)C%+
MSOL(H$'B"@áN1C+G("@9$'3"N %&)C%+[]$'(5/.-1&)-1+>Ü/>-1$,2"+%U
MSOL
Ì ÁmfH ;;(E;( ;(KPulDJHG?R'RT2 ("@9$'3"NE &IC[]$'(5/>-0&I-0+>/.-1$'2)+.B5@eNb#Nb,+9+.C5C%+ τ 6g+9/[email protected]"#=/>B"@9C%+DC%+/B"2("@.$,3"NE &ICLinEMSOL
+[\-0N(*CB5/?/[email protected]=A("@9-1&)!_+.$'B"+?NbdÁ$,@.&)C_+.B"-7h,2X/.C9 /w,2:/"$'2"25!ÄB52"C
τ6Y+/>@9B"#/.B"@.C
AceC=/
mdÁ$'2"#=/>-0$'2"+ "C (H$'-1"+
f1, . . . , fm
"!=OE2"-1C++.B"@Ac/>@9$'B5h,C%@B"2L,+.+9-1M'2"C&IC2:/
z"C+?h,@9-b,3"N0C%+eN0-13"@9C%+e5C
φ/.C%NøXB"C
∑
1≤i≤i1≤j≤m
aij|z(Xi)|j = opt
∑
1≤i≤i1≤j≤m
aij|z′(Xi)|j : 〈A, z′〉 |= ϕ(X1, . . . , Xl)
$ϕC+9/B"25CKdÁ$'@.&B"N1C :,2:/#%$,&I&)Ch,@9-b,3"N0C%+á[]C%2"+9C%&3"N0C%+DN0-13"@9C%+
X1, . . .Xl
copt
C+9/+9$'-0/min$'B
maxcaij
C%+/B52LC2X/.-1C@?(H$'B"@e/.$'B5/1 ≤ i ≤ l
C=/1 ≤ j ≤ m
cEC/|z(Xi)|j =
∑a∈z(Xi)
fj(a)U
Ã2"-0@>DXB[\B52("@9$'3"NE &ICå+9B"@N0C%+M'@.,(""C+C+9/B"2("@9$'3"N %&)CLinEMSOL1
+[\-0N:+%[\,M'-0/[]B"2 ("@.$63"N %&)CLinEMSOL
+.B"@GNb +/>@9B"#/.B"@.Cτ1"B`M,@>,("5C,caC/eXB[]-1NH+%[\,M'-7/á[\B52 ("@.$'35NE %&)C
LinEMSOL1+%[]-1N?+%[\,M'-7/ º[\B"2 (5@.$'3"N %&)CLinEMSOL
+.B"@ Nb«+/>@9B"#/.B"@.Cτ2"B M'@.,(""CUøC%+ ("@.$'35NE %&)C%+
!"$#&%'*),+ #&%'c !"$#&%' 1 2 "$45>+3>)üc- 1 #/+86 9')> ! )+9$'2:/L5C%+("@.$,3"NE &IC+LinEMSOL1
U ,@#%$'2:/[email protected]_("@9$'3"N %&)C 2 "$#09> 68<.9 2 "J+ )>4 : 2"CNô[]C%+/?(E,+yP\,B 'SÜTVU"$# ÌXZ¾%aÉkÈ ;;(E;(y, 8W /K 76_;/@CI
k ∈ ND]I
ΠKH1\m[N/?OQB]>D
LinEMSOL2
?XQc;BE/[LΠ\+D]KHI ]I*[D$[NL/B K0D]10ID]>\+L B @C137:?@C[DiL]KH[BEDNL Y?[:]\+^+DNLFHDB :?[*YHD]KH[A:?[=O]/[DNLHaND]1+ID$O]/[a13ND\`:?[
k*L]@
B :GFHbaN/>\+/L]@CI@/1:?[=O]/[DNLHaND]1+ID DNL]I FH/1+13ND?c"$# ÌXZ¾%aÉkÈ ; ( ;( , . 2M26;/@CI
k ∈ ND]I
ΠKH1 \m[/?OQB]>D
LinEMSOL1
?XQcHBE/[LΠ\+D]KHI]I*[D
[NL/B KJD]1JID]>\+LB @C137:?@C[NDyL]KX[BEDNLY?[:]\+^+DNL-FHDB :?[YHD]KH[FHD/a]B @BAQK+D-O]/[a13ND\`:?[k*L]@;B :
kR7D@?=\m[DNLNL]@/1
F?KY?[7:]\+^+D$DNL]I FH/1+13ND?c
kj « xoÁxoVtuvMSOL
,2"+#%C=/./>CG+.C#/>-0$'2cm$'2 (E,@9N1C%@.?º[\B"25C2"$'BAh'C%N0N1Cå#%N1,+.+9CG5CG("@9$'3"N %&)C%+%U°WYNX+%[\,M'-7/"C%+("@.$,3"NE &IC+"C (E,@9/.-0/.-1$'2"C+K+.$,&I&)C/.+[]B"2ÆM,@>,("5C Á$'BÆ("N0B"+M,!%2"!@>,N0C%&)C%2:/KN0C 5$'& -12"C[]B"2"C +9/>@9B"#/.B"@.C C%2V1, . . . , Vr
/>CNøaB5Cy#w",XB"C #Nb,+9+.C"CNb4(E@9/>-7/>-0$'2 ,-7/DB"2"Cy("@.$,("@.-0!/>!MSOL
U Ì ÁmfH ;;( ()+(?2 ("@9$'3"N %&)C Π
C+9/)B"2ýǾ°Z<Â%aÉkÈ ËÈ ÇÀ"¾m°r°ÁHÈaÉkÈa*MSOL
+[\-0NC=A-0+9/>C4B52"CdÁ$'@.&B"N1Cτ&I$'2","-1XB"C"B +.C%#$'2" $'@9"@.C
ϕh,C%# B"2"Ch,@9-b,3"N0C[]C%25+.C%&3"N1C4N0-13"@9C
X/>CN1N0CXB"CΠ(HC%BA/=/>@9CyC A("@.-0&I!+.$,B"+NbdÁ$'@9&IC_+9B"-0h,2:/>C9
/w,2:/D"$,2"2"!B"25Cτ6g+9/>@9B"#/.B"@.C
AC=/DB"2 C2X/.-1C@
rcAN0CK"$,& ,-02"C?"C
A(HC%B5/6Y-1NH/[email protected](",@9/.-0/>-0$'2"2"!C%2
A1, . . . Ar"C_df$'2aB5C
∀i ∈ 1, 2, . . . r, 〈A, Ai〉 |= ϕ(Ai)
Ã2"-7/XB[]B"2 ("@.$'35NE %&)Cå"CáM'@>,(5"C%+C%+/üB"2y("@.$,3"NE &ICå"Cá(E,@/>-0/.-1$'252"C%&)C%2:/MSOL1
+[\-0N:+%[\,M'-0/[]B"2 ("@9$'3"N %&)C)5CI(E@9/>-7/>-0$'2"2"C&IC2X/MSOL
+.B"@yNb+9/[email protected]"#=/>B"@9Cτ1"BkM'@.,(""CcC/B52k("@9$'3"NE &IC"C (E,@/>-7/>-1$,2"2"C%&)C%2:/
MSOL2
+%[]-1N+[QM'-0/[]B"2½("@.$'35NE %&)CÆ"CÄ(E,@/>-7/>-1$,2"2"C%&)C%2:/MSOL
+.B5@N1+9/[email protected]"#=/>B"@9Cτ2"BLM,@>,("5C,U
, 5 ?3
<,@C 5C&I(5N1C,cDN0C%+ ("@9$'3"N %&)C%+ 6 2 % 2 98+-)>4 2 c 6 2 % 2 98+-)>4 2 *+3.H
45 1 : 4;)üc 2 "$#&9>132 "J+-)>4 :.øc8@ + 9,)>4;)>4 2 AC98+3@<. + 36 :.. @9 2 @/9>4 )
ΠÁ$
ΠC%+9/ B"2"C ("@9$'("@9-1!/.!
MSOLºC=/ @ + 9,)>4;)>4 2 AC9>+ @< @ +39 +34;)>ü+.$,2X/5C%+("@.$,3"NE &IC+"C(E,@/>-7/>-1$,2"2"C%&)C%2:/
MSOL1UøC%+e(5@.$'3"N %&)C%+ 6 2 % 2 98+-)>4 2 1 +39 )>KC/@ +39')>4;)>4 2 . "$.) AC98+3@<./ + "$45% ) 2.45/. +9$'2:/5C%+("@.$,3"NE &IC+D"C(E,@9/.-0/.-1$'2"25C%&)C%2:/
MSOL2UÃ2Æ(*CB5/@.C%&I,@9aB5C%@KXB"C +.-$'2LOA5C
rcZN0C ("@9$'3"N %&)CyC+9/KB"2Æ("@9$'3"NE &IC
MSOLcHh'C##%$'&)&)CdÁ$'@9&B"N1C
ψ = Partition(X1, . . . , Xr) ∧ ϕ(X1) ∧ . . . ∧ ϕ(Xr)U
$'B5@@.!+.$'B"[email protected]`C2k/>C&I("+ (*$,N<a2"$'&)-b,N<B"2 ("@.$,3"NE &IC)"C (",@9/.-0/>-0$'2"2"C&IC2:/cø-1Nå2"C +.B /4(E+[]B5/>-0N1-0+.C%@NV[Q,N0M'$'@9-0/>5&IC5C l$'B"@9#%C%N0N1Cc<JLK,$+ KX-DC=/ G$,/>-0#%+y(*$'B5@N1C+ (5@.$'3"N %&)C%+MSOL
(*$,B"@rC%2:/[email protected]
1C=/|V |c#%,@Nb#%$'2"+/w,2:/.C«"B/>C&I("+[]C=A!%#B5/>-0$'2 5CkNô[\,N0M'$'@.-7/>"&)C"!%(HC%2" "C«N1dÁ$'@9&B"N1CU <,@IC=AC%&)("N0C,c
k +868<.9 2 "J+ )>456 .: "$#09cá(H$'B"@
kO5A!,cGC%+/`B"2 (5@.$'3"N %&)C
MSOL1
c&I,-1+ + 68< 9 2 "J+-)>4 :. :."$#&9ÄC+9/ ; <6Y#$'&)("N1C=/D+.B"@N0C%+#%$'M,@>,("5C%+yP G$A8 ÜTVU 3$ (f&1$ + 4#$ &19$ 2 68D#+M6"1 $Nb,@9M'C%B"@G"C#N1-1XB"CK(*CB5/e/>$,B5/e2EÜ/>B"@9C%N1N0C%&)C%2:/e=/>@9C_!/>C2""B"C o/.$'B5/.C%+eN0C%+e+/>@.B5#/>[email protected]%+U $,B"@#%CNb^$,2 Æ3*C+.$'-02 []B"2"C`$,(*!@>/.-1$'2
ηR(*$'B5@#wE,XB"C + A&3*$'N0C "C @.C%N1/>-0$'2
RU<Ã2L/>$,BÜ89$'B"@9+B"2"C $,(*!@>/.-1$'2
ρ(H$'B"@N0C`@.C 6Y!=/>-1XB"C=/w,M,C,c<B52"C $'(H!%@>Ü/>-1$,2
⊕(H$'B"@NV[\B"25-1$'2cC/
·[email protected]("@.!+.C%2:/.CLN1+9/[email protected]"#=/>B"@9C º[\B"2!%N0!%&)C%2:/!/.-1XB"C=/>!
iUZ4"!O"2"-0/.-1$'2C%+/?"$'2"2"!C C2^2"2"C=ACUWYNZC%+9/Gdf,#%-0N1Coh'$'-0@áXB"CNbNb,@9M'C%B5@"CK#N1-1XB"C[]B"2`M,@>,("5C
GC+9/!%M:,N0Co Nb_N1,@.M'CB"@å"C?#%N1-0XB"C"C Nb
τ16Y+/>@9B"#/.B"@.C
τ1(G)UMå2ÄC *C/%cø#%$'&)&)C
Adj(v, v)C+9/df,BA (H$'B"@/.$'B5/
v"B "$'&I,-12"Ccº$'22"C4(HC%B5/(",+h'$'-0@Nô[]$'(H!%@>Ü/>-1$,2
ηAdj(i,i)
f(H$'B"@_B"2iE,25+
1, . . . , kE,25+yN1 #%$,2"+9/[email protected]"#=/>-1$,2Ä5C4Nb+9/[email protected]"#=/>B"@9C
τ1(G)U KC4("N1B5+K#%$,&I&)[email protected]/.-1$'2
AdjC+9/_+ a&I!=/>@.-0XB"C,c*$'2u(*CB5//.$'BÜ89$'B"@9+/.@.$'B5h,C%@B"2"CIC=A("@9C%+.+9-1$'2k(*$'B5@
τ1(G)/>C%N0N1C XB"C NV[\$,(*!@>/.-1$'2
ηAdj(i,j)
+9$'-0/y+9B"-0ha-1C)"CINô[]$'(*!@>/.-1$'2ηAdj
(j,i)
U?2"Ck6gC=A("@9C%+.+9-1$'2(H$'B"@
G("@9$°ha-0C%2""@.,-0/[email protected]#/.C%&)C%2:/"CNb
k6gC=A("@9C%+.+9-1$'2"C
τ1(G)U
*g, . $ &1$#$ $ ". 19 6øC/>"!$'@7 &IC-02"-0/.-b,N0C%&)C%2:/á!/>!_&)$'2:/>@9!_C%2N1$,M'-1XB"C"B("@.C&I-0C%@e$'@9"@.Cc5(H$'B"@DN0C%+eB"25-1$'2"+"C+9/[email protected]"#=/>B"@9C%+yC/yN1C+_("@.$a"B"-7/>+_"C +/>@.B5#/>[email protected]%+c(",@FECdÁC%@9& 2uC/ á,B"M':/IP]F °TôU B"-0+_N1C4@9!%+.B5N0/wÜ/(H$'B"@áN1C%+GB"2"-0$'2"+á"CK+/>@.B5#/>[email protected]%+e!/.!K!/.C%2"5BGoNbN1$,M'-1XB"C&)$'2E,"-0XB"C5B`+.C#%$'2" $,@."@9CP],B+x5c
tA"CUvÜTVUZ2"C("@9C%B5h,C #$'2"+/>@.B5#/>-7h'Cy(*CB5/?/[email protected]_/>@9$'B5h'!C ",2"+yPQJLKaR,,TVU"$# ÌXZ¾%aÉkÈ ;;( &($, 8?K !^+D6Z;/@CI
τKX1 b?/Ha7:MOQKXB :?@C[DsD]IL/@CI
AD]IA′ FHDNL
τR
L]I[]K8a]IKX[DNLQc-;/@CIq ∈ N
D]Iϕ ∈ MSOLq(τ)
c BE/[L @CB-D@? @EL]IDl ∈ N
_KX13D_<U/[a>AKHBEDO]//BEND]1+13DB : 0, 12l → 0, 1
D]I\+/KH[ I/KHIi ∈ 1, . . . , l
ϕi, ϕ
′i ∈ MSOLq(τ)
ID]BL AQKD
A⊔A′ |= ϕ
L]@yD]I LD]KHBED]>D]1+IL]@B(a1, . . . , al, a
′1, . . . , a
′l) = 1
/ai = 1
L]@$D]I LD]KHBED]>D]1+I L]@A |= ϕi
D]Ia′i = 1
L]@ D]IiLD]KHBED]>D]1+I L]@A′ |= ϕ′
i
\+/KH[PI/KHIi ∈ 1, . . . , l
c2 [\,B5/[email protected]%+å/>C@.&)C%+c:N1Ce/>5!%$'@ %&)CaU\y"-0/åXB"C
Thq(A⊔A′)
C%+/áB"2"-1XB"C&IC2:/"!=/>C@.&)-12"!D(E@Thq(A)
C/Thq(A′)
U
MSOL
/+ #* . &($'68 92 684<,/9øCK+.#w5!%&I"C/>@>2"+.N1/>-0$'2 +>,2"+GXBE,2:/>-7OE#/.C%B"@GC%+/eB"2`#%,+á(E,@9/.-1#B"N1-0C%@"B`+9#w"!%&I"C/>@.,2"+ö6NbÜ/>-1$,2`&I$,2E,"-0aB5C_"BL+9C%#$'2"^$,@."@9C PlDJHG?R'R"c8åF ÜTôUtA$'-7/
τ = R1, . . . , RkB"2uh,$A#%,3"B"N1,-1@9CC/(H$'B"@
i ∈ 1, . . . , kcº+9$'-0/
ai
Nô[\,@.-7/>!y"CRi
Uø?2ÎÍ # ÌaÉkÀkËÈLm¾°ÀEÎ%ÂfÀ5mfH Î%ÀEÎ 3pÀEH° Í'À5mÈHp¾4E,2"+ τ C%+9/ Φ = 〈ψ1, . . . , ψk〉$(H$'B"@D/>$'BA/
i ∈ 1, . . . , kcψi ∈ MSOL0(τ)
Á#,[]C%+9/6oÜ6g"-1@9CC%+/B"2"CdÁ$'@9&B"N0C&)$'2E,"-0XB"C"Buh,$A#%,3"B"N1,-1@9Cτ+>2"+XBE2X/.-0OE#%/>CB"@ cH
ai
h,@.-1,3"N1C+DN1-03"@.C+D"B^("@9C%&)-1C@D$'@."@9C,cZC/?2[\ (E,+?"C_h,@.-b3"N1C_N0-13"@9C_"B+.C#%$'25^$'@9"@.CUtA$'-7/
AB"2"C
τ6Y+/>@9B"#/.B"@.CU KN0$'@.+
Φ∗(A)C%+9/`Nb
τ6Y+/>@.B5#/>[email protected]"CÆ5$'& -12"C
AC/`(*$'B5@I/>$,B5/
i ∈ 1, . . . , kcR
Φ∗(A)i = (x1, . . . , xai
) : x1, . . . , xai∈ A
C/A |= ψi(x1, . . . , xk)
cá$eai"!+.-1M,2"CNô[\,@.-7/>!"C
Ri
UtA$'-7/
ϕB"2"CdÁ$'@.&B"N1C+.B5@N0Cyh,$A#%,3"B"N1,-1@9C
τUmKN0$'@.+
Φ](ϕ)C%+/KN1 dÁ$'@9&B"N0C
ϕE,25+KNbaB5C%N1N0C_$'2 @9C%&)("Nb,#!N1C+K$a#%#B"@.@9C%2"#C%+"C
Ri(x1, . . . , xa)(E@
ψi(x1, . . . , xa)UN1B"+KdÁ$,@.&)C%N1N0C%&)C%2:/c
Φ](ϕ)(HC%B5/?/[email protected]"!=OE2"-1C@9!%#%B5@.+.-7h'C&IC2X/ §Φ](∀X,ϕ′) , ∀X,Φ](ϕ)
C/Φ](∃X,ϕ′) , ∃X,Φ](ϕ)
U§Φ](ϕ1 ∧ ϕ2) , Φ](ϕ1) ∧ Φ](ϕ2)
C=/Φ](ϕ1 ∨ ϕ2) , Φ](ϕ1) ∨ Φ](ϕ2)
U§Φ](¬ϕ′) , ¬Φ](ϕ′)
U§Φ](Ri(x1, . . . , xai
)) , ψi(x1, . . . , xai)(*$,B"@D/>$'B5/
i ∈ 1, . . . , kU§
Φ](U(x)) , U(x)+.-UC%+9/B"2"C_h,@9-b,3"N0CK"B+.C#%$'25^$'@9"@.CU§
Φ](x = y) , x = yUÃ242"$,/.CeXB"C+.-
ΦC%+/åB"24+.#w5!%&I5C/>@.,2"+.N1/>-0$'2+.,2"+XBE,2:/>-7OE#Ü/>C%B5@%c'N1$'@9+
qr(Φ](ϕ)) = qr(ϕ)U
"$# ÌXZ¾%aÉkÈ ;;(;;(y, 6_;/@CIτKX1b?/Ha7:MOQKHB :?@C[D
AKH13D
τRL]I[aKEa]IKX[D
ΦKX1 LHaN^+]>g:FHD I*[:?1`L]R
B :?I@/1LQ:?1`L AQK!:?1+I@ a7:?ID]KX[$D]IϕKH13D <U/[]>AKHBED L]KH[ BEDib?/Ha7:MOQKXB :?@C[D
τc BE/[L
A |= Φ](ϕ) ⇐⇒ Φ∗(A) |= ϕ.
6847684<,/9MSOL
2/( <$^2 2>688#+M6"(%$g2 &1$ $ ( &1$ + 4#$ !1,e9*^$"$# ÌXZ¾%aÉkÈ ;;( ;($;/@CI KH1 D]1+I*@D][
kiKX1 b?/Ha7:MOQKHB :?@C[ND
τ kAD]I
ϕ ∈ MSOL(τ, ∅, X) ?XNLQc(=aB
D@? @EL]ID KX1 :?B YH/[a@CIC^H>D \+/B `13/>A@:?BX\+/KX[ BED \m[/?OQB]>D L]KH@Cb:?1+I 1+I*[ND 13D
τkRL]I*[aK8a]I*KH[D
AFHD B :?[*YHD]KX[ FHDja]B @BAQK+D$:?K9\mB KML
kD]IKH13D
kR7D@?=\m[DNLNL]@/1g\+/KH[
A;/[aI*@D C ⊆ 1, . . . , |V |
ID]B>AQK+Dr ∈ C
L]@3D]ImLD]KHBED]>D]1+IL]@+@CB`D@? @EL]ID KX13D\`:?[aI@CI*@/1A1, . . . , ArFHD
AID]BCBED AQK+D
∀i ∈ 1, . . . , r, 〈A, Ai〉 |= ϕ(Ai).
]>/1`L]I[:?I*@/1mctA$'-7/q = qr(ϕ)
U[\-0"!%Cy"CyNb4("@.CB5h'CC%+9/"Cy#,N0#%B"N0C%@@.!#%B"@9+.-7h'C%&)C%2://>$'B"+?N1C+&B"N0/.-76gC%2"+9C%&3"N0C%+D"C+/."!%$'@9-1C+"C_/>$,B5/>C+?+/>@9B"#/.B"@.C+K,(5(E,@>-1+.+.,2:/?E,2"+Nb5!%#%$,&I(H$'+.-7/>-0$'2 "CNb+/>@.B5#/>[email protected]
N1B"+DdÁ$'@9&ICN1N1C&IC2:/ca$'2L#%,N1#B"N1CK@.!%#B"@.+9-0h,C%&)C%2:/K+9B"@Nô[\,@[email protected]_"C"!#%$'&)(*$,+.-0/.-1$'2 NV[\C2"+.C&3"N0CS(A) =
〈Thq (〈A, Ai〉)〉i∈1,...,r : A1, . . . , Ar
C%+/B52"C (",@9/.-0/>-0$'2`"CA.
, 5 ?3
[\C2"+.C&3"N1CS(H$'B"@DN1C+D+9/[email protected]"#=/>B"@9C%+
·iC%+/N0C_+.B"-7h,2:/
S(·i) =〈Thq (〈A, v〉),Thq (〈A, ∅〉), . . . ,Thq (〈A, ∅〉)〉
#@)-0Ne2[ aBº[\B"25CL+9C%B"N0C(",@9/.-0/>-0$'2 (H$'+.+9-13"N0C "Bý5$'& -12"C`5C·iUøC%+ />5!%$'@9-1C%+ (HC%B5h,C%2:/I/>@9C#N1#%B5N1!%C+GC2I/.C%&)("+G#$'2"+/w,2:/cX#%,@GN0C%+á+9/[email protected]"#=/>B"@9C%++9$'2:/e"C/w-1N1N0C%+<OA5!C%+eC=/-0NR)yB52 2"$'&3"@.CO5A!"C_dÁ$'@9&B"N1C+o/>C%+/>C@%U
$'B5@`/>$'B5/R ∈ τ
C/i1, . . . , ia ∈ 1, . . . , k
-1NC=A-1+/>CuB"2 +9#w"!%&I "CÆ/>@.,2"+.N1/>-0$'2 +.,2"+XBE,2:/>-7OE#Ü/>C%B5@L(H$'B"@ηR
(i1,...,ia)
ΦηR
(i1 ,...,ia)= 〈ψR′ : R′ ∈ τ k〉
$eψR′ = R′(x1, . . . xa′)
+9-R′ ∈ τ k\R
Á$a′C%+/Nô[\,@.-7/>!á"C
R′ =cÜC/ ψR = R(x1, . . . xa)∨(Pi1(x1)∧Pi2(x2) . . .∧Pia(xa))U
KC &I&ICc(H$'B"@/>$,B5/i, j ∈ 1, . . . , k
c-0N<C=A-0+9/>C B"2Ä+.#w5!%&I5C /.@>,25+.NbÜ/>-1$,2Æ+>,25+ XBE,2:/.-76OE#%/>CB"@(H$'B"@ρi→j
cXB"-áC%+/N1C)+.B5-0h,2:/Φρi,j
= 〈ψR′ : R ∈ τ k〉$
ψR′ = R′(x1, . . . xa′)+9-
R′ ∈ τ k \ Pi, Pjf$
a′C%+9/?NV[Q,@9-0/.!"C
R′ c ψPi= Faux
C/ψPj
= Pi(x1) ∨ Pj(x1)U
tA$'-7/fB"2"C4$'(H!%@./>-0$'2
ρi→j
$'BηR
(i1,...,ia)
cC/Φ+9$'2 +.#w"!& "C/.@>,2"+9Nb/.-1$'2L#%$'@[email protected]+.(H$'2"E,2:/%U
KN0$'@.+_S(f(A)) = 〈Φ](Ti)〉i∈1,...,r : 〈Ti〉i∈1,...,r ∈ S(A)h'C#
Φ](T ) = Φ](ϕ) : ϕ ∈ TU
l$'&)&ICN1C%+&B"N0/.-76gC%2"+9C%&3"N0C%+G,("(E@9/>-0C%2"25C%2:/oB"2B"2"-7h'C@.+D[\,B ("N0B"+(r+ 1)|MSOLq(τ,∅,X)|!%N0!%&)C%2:/>+c
S(f(A))(HC%B5/?=/>@.C#%,N1#B"N1!_C2/.C%&)("+
(r + 1)|MSOLq(τ,∅,X)|+1 U$'B5@KNô[]$'(H!%@./>-0$'2
⊕cH$,2^B5/.-1N1-0+.C_N0C/."!%$,@7 %&)Cy"CFEC=dÁC%@.&I,2A6 á,B"M':/%UmtA$'-0/
AC/A′ "CBA τk
6+9/[email protected]"#=/>B"@9C%+cºC/K+.$'-7/A1 ⊆ A
C=/A′
1 ⊆ A′ U*øC /."!%$'@ %&)C2"$,B"+K"-7/KXB[]-1NC+9/_(H$'+.+9-13"N0C 5C#N1#%B5N1C%@Thq(〈A
⊔A′, A1 ∪ A
′1〉)"C("B"-1+
Thq(〈A, A1〉)C=/
Thq(〈A′, A′1〉)U+KC("N1B5+%c"#$'&I&)C_Nb/>,-1N0N1C?"C#%C+C%2"+9C%&3"N0C%+C%+/3*$,@.2"!C4(E,@_B"2"C4#$'2"+/w,2:/>C4O5A!C Á"!%(HC%25E,2:/>C)"C
τkC=/"C
q=c#C%Nb`+9Cdf,-0/C%2/>C&I(5+?#$'2"+/w,2:/U
tA$'-7/Ma ∈ S(A)
C=/Mb ∈ S(A′)
UlE,XB"CáC%2"+9C%&35N1CTa
"CMa
#%$'@[email protected]+.(H$'2" oThq(〈A, A1〉)(H$'B"@B"2
A1 ⊆ AC/<#wE,XB"CC2"+.C&3"N0C
Tb
"CMb
#%$'@[email protected]+.(H$'2"AoThq(〈A′, A′
1〉)(*$,B"@B52
A′1 ⊆ A′ UÃ2L(HC%BA/"$'2"##N1#%B5N1C%@
Thq(〈A⊔A′, A1 ∪ A′
1〉)cEXB"CNô[]$'22"$,/>C@>
Ta Tb
UÃ2 #%$'&)&IC2"#%C h'C%# NV[\C2"+.C&3"N0CD = 〈〉 × S(A) × S(A′)
c<(5B"-1+ $'2 !/.C%2"D(",@/>$,B"+N1C+4/>@.-0("N1C=/>+4XB"-D(HC%B5h,C%2:/`=/>@9C$,35/>C2aB5+ []B"2/>@.-0("N1C=/
(M,Ma,Mb) ∈ DC%2Ï+.B"("([email protected]&I,2:/)B"2C%25+.C%&3"N1C
Ta
"CMa
C/B"2ÆC2"+.C&3"N1CTb
"CMb
cZC/C%2Æ@.°89$'B5/>,2:/Ta Tb
oMUHÃ2Lh,$'-0/XB"CXBE,2"
D2"C(*$,B"@.@. (5N1B"+/[email protected]!/.C%2"5BcZ$'2,B"@>
S(A⊕A′) = M : (M, 〈〉, 〈〉) ∈ DUøC%+$'(H!%@>Ü/>-1$,2"+
+9C dÁ$,2X/C2Ä/.C%&)("+_#%$,2"+9/>,2:/UWYN^ ,B ("N0B"+
n2 df%$'25+_"C #%$'&35-12"C@_B"2!%N0!%&)C%2:/"CM1
mh,C%#DB"2 !N1!%&)C%2:/<"CM2
UMl$,&I&)CMcM1
C/M2
("(E,@/>-1C2"2"C2X/oB"24B"2"-7h'C%@9+[\,B^(5N1B"+(r + 1)|MSOLq(τ,∅,X)| !N1!&IC2X/.+%c D I,BL("N1B5+ (r + 1)3×|MSOLq(τ,∅,X)| !%N1!&IC2:/>+%cZC=/(HC%B5/?"$'25#y+9C#,N0#%B"N0C%@DC%2/>C&I(5+
(r + 1)3×|MSOLq(τ,∅,X)|+2
øC/."!%$,@7 %&)CAUux)("("N1-0XB"!_+.B"@N1+9/>@9B"#/.B"@.Cτ1[]B"2M'@>(""C2"$'B"+"$,2"2"C"-1@9C%#=/>C%&)C%2:/i
: Z¾ÜHÂfÂfÀ"f¾°È ;;( ( /KHIW\m[/?OQB]>DFHD\`:?[aI*@CI@/1+13D]>D]1+IMSOL1
\+D]KXI]I*[D [NL/B K0D]1qID]>\+L\+/RB `13/>A@:?B L]KH[$BEDNL_Y?[:]\+^+DNLFHD$B :?[*YHD]KH[AFHD a]B @BAQK+D9O]/[a13ND L]@ B :
kR7D@?=\m[NDNLNL]@/1ZDNL]IFH/1+13NDA:?b?Dba BED
Y?[:]\+^+DQc
`ÈaÉkÀ"¾B;pÈ(#=]Bm13V DNL]I \`:L13baNDNLNLQ:?@C[ND FHD a7:?Ba]KXBED][Thq(A)
c_=]B!L]KsI FHD I[/KXb?D][Ψ ⊆ MSOLq(τ)ID]B AQKD\+/KH[ I/KHI
ψ ∈ Ψ \+/KH[ I/KHILHaN^+]>g:FHD I*[:?1`L]B :?I@/1
Φ@aN/[a[DNL\+/1mFM:?1+I:?K"? /N\+][:?I@/1`L
ρD]Iη
Φ](ψ) ∈ ΨD]I \+/KH[ I/KXIDNL$BEDNL <U/[]>AKHBEDNL
ψi
:]\M\`:?[:?@ELNLQ:?1+IyFM:?1`LiBED I^+N/[]>D$FHD D<UD][a>g:?1+R +:?K?Y^HI;\+/KX[B :<U/[a>AKHBED
ψψi ∈ Ψ
cD]I D]1`LD]>gOQBED9FHDy<U/[a>AKXBEDNL \+D]KHI ]I*[D a7:?Ba]KHBED]1 aN/>A>D]1:?1+I \`:?[B7V D]1`LD]>gOQBED
ϕ/
ϕDNL]I
B :\m[N/N\m[a@]IMSOL
Ab?][a@ D][ D]IyD]1:Y?[:?1mF?@ELNLQ:?1+I I:?1+I#AQKD \+/LNL]@OQBED-B7V D]1`LD]>gOQBEDD]1 :SU/KHI:?1+IΦ](ψ)
D]I BEDNLψi
\+/KX[iI/KXIψ ∈ Ψ
c K`:?1mFB7V D]1`LD]>gOQBED 13D\+D]KHIW\mB KML]I[D:Y?[7:?1mF?@ :?BE/[NLi@CB :B :\m[/N\m[a@]I FHD]>g:?1mFHNDQc
0 0 B4+ 684<,/9 3$ ( W!1,%$g2R+-$39 6$
«[email protected]'CB"@ "C^#N1-1XB"C"CLNb +9/>@9B"#/.B"@.Cτ2(G)
C+9/`!M:,N0C oÄNb Nb,@9M'C%B"@ "CL#%N0-1XB"C"CI(G)
c#@τ2(G)
C+9/yNbI+9/>@9B"#/.B"@.Cτ1(G)
cøB"M'&)C%2:/>!C)º[\B"25C)@9C%N1/>-0$'2ÆB"[email protected]
ÁaB5-2"C #wE,2"M'C (E+NbÆN1,@.M,C%B"@5C#N1-0aB5C =UK$'2"#+.-DN1ÆNb,@9M'C%B5@4,@.3H$'@9C%+.#C%2:/>C"CGC+9/)3H$'@.2"!C (E,@
kcüN1ÆNb,@9M'C%B5@,@93*$'@9C%+9#%C%2:/.C"C
I(G)C%+9/<,B ("N1B"+
kP].G?R,,TVcmC/NbDN1,@.M'CB"@"Cá#%N1-0XB"CåC%+9/<,By("N1B5+
3×2k−1 Pul GRÜTôU: Z¾ÜHÂfÂfÀ"f¾°È ;;(";( m/KXI+\m[/?OQB]>DFHD\`:?[aI*@CI@/1+13D]>D]1+I
MSOL2
\+D]KHI ]I[D-[NNL/B K D]1GID]>\+L\+/B `R13/>A@:?BmL]KH[ BEDNL-Y?[:]\+^+DNLiFHD B :?[*YHD]KH[i:?[=O]/[NDNLHaND]1+ID O]/[a13ND L]@ B :GFHbaN/>\+/L]@CI*@/1DNL]IFH/1+13ND :?b?DbaBEDY?[:]\+^+DQc
,2"+<#%Ce"[email protected]"-0C%@#,+c+9-5Nb?"!%#$'&)(*$'+9-0/.-1$'2y2[]C%+9/<(E,+ü5$'2"2"!CDh'C%#N1CM,@>,("5C,cÜ$'2(HC%B5/<B5/>-0N1-1+9C%@Nô[\,N0M'$'@.-7/>"&)C?"$'2"2"!E2"+yP $a x°T(*$,B"@DC%2/>@9$'B5h'C@B52"CC%2/>C%&)("+N1-02"[email protected]
kjöi Gf>o*jyxoft vÃ2Ih'$,-0/ádf,#%-0N1C%&)C%2:/åXB"CNô[]$'2I(HC%BA/@9!%+.$,B""@.C"-1@9C%#=/>C%&)C%2:/GN1C("@9$'3"NE &IC"C?#%$,N1$'@./>-0$'2 +.B"@áN1C+M'@.,(""C+?5CyN1,@.M,C%B"@D"C#N1-1XB"CB(5N1B"+
kC%2/>C+9/>,2:/KN0C%+D("@9$'("@.-0!/.!%++.B"-7h,2:/>C%+
§pC+9/Nb("@9$'("@.-0!/.!
XC+9/?B"2C%2"+9C%&3"N0C+9/w3"N1C Hc§ (H$'B"@e/.$'B5/
i ∈ 1, . . . , kcpi
C%+/N1("@.$,("@.-0!/>! X(H$'+.+ %"CyB"2+.$'&)&IC=/D!/.-1XB"C=/>!
i*U
WYNº+9B /D"$'25#"C1 + k
(5@.$'("@9-1!=/>!%+UEÃ2`h'$,-0/df#%-1N0C%&)C%2:/GaB5C_#%C%+("@.$'([email protected]!=/>!+e+.$'2:/D5C%+D("@9$'("@.-0!/.!%+MSOL1 p
(*CB5/?+%[]!%#@.-1@9C∀u, v ∈ X,¬Adj(u, v)
c"C/pi
(*CB5/?+%[]!%#@.-1@9C∃v ∈ X,Pi(v)
UN1-0+9/>C?"C+e("@.$,("@.-0!/>!+ o /.C%+/>C%@M'!%2"!@.!C+.B"-7h,2:/[email protected]& ,@9XB"CK"CKNbyO"2`"CKN1 +9C%#/.-1$'2 AUQSAU\"c(H$'B"@k = 2
C/ϕ = ∀u, v(¬Adj(u, v) ∨ u 6∈ X ∨ v 6∈ X)
f#[\C+9/96oÜ[email protected] XC%+/_B"2uC%25+.C%&3"N1C+9/>,3"N0C =c5C%+9/Nb+9B"-0h,2:/.Cg
, 5 ?3
ϕ1 = ∀u, ∀v, (¬Adj(u, v) ∨ u 6∈ X ∨ v 6∈ X)
ϕ2 = ∀u, ∀v, (¬(Adj(u, v) ∨ (u ∈ P1 ∧ v ∈ P2) ∨ (v ∈ P1 ∧ u ∈ P2)) ∨ u 6∈ X ∨ v 6∈ X))
ϕ3 = ∀u, ∀v, (u 6∈ P1 ∨ v 6∈ P2 ∨ u 6∈ X ∨ v 6∈ X)
ϕ4 = ∀u, ∀v, (v 6∈ P1 ∨ u 6∈ P2 ∨ u 6∈ X ∨ v 6∈ X)
ϕ5 = ∀u, (u 6∈ P1 ∨ u 6∈ X)
ϕ6 = ∀u, (u 6∈ P2 ∨ u 6∈ X)
ϕ7 = ∀v, (¬(v ∈ P1 ∨ v ∈ P2) ∨ v 6∈ X)
Ã2L@9C%&I,@.XB"CXB"Cϕ1 ≡ ϕ ≡ p
cEXB"Cϕ5 ≡ ¬p1
C=/XB"Cϕ6 ≡ ¬p2
U$'B5@áN1_("@.$'([email protected]!=/>! eC%25+.C%&3"N1C+9/>,3"N0C *c:(*$,B"@
k = 2c'N1_&I!=/>"$a"CDM'!2! %@9C?5$'2"#
7(5@.$'("@9-1!=/>!%+U
$,B"@k = 3
cÜCN1N0CGM'!2! %@9C27("@.$'([email protected]!=/>!+%cÜC/ü(H$'B"@
k = 4cÜC%N0N1CåM'!%2` %@.C
129("@.$,("@.-0!/>!+%Ueå2("@>/.-1XB"Cc$'2 $'35/>-0C%2:/"$'2"#G3*C%,B"#%$,B"(&)-1CBAyXB"CN1?3H$'@.25C+.B5(*[email protected]"@.Cå/>5!%$'@9-1XB"C5C|MSOLq(τ1,k ∪X)|fXB"-øC+9/?B"2"C/>$,B"@D[]C=A(*$,2"C%2:/>-0C%N0N1C_C%2Nb4("@9$,dÁ$'2"5C%B"@D"CXBE,2:/.-0OE#%/>-0$'2 =UÃ2Æ(*CB5/@9C%&I,@.XB"C@XB"CNô[]C%2"+9C%&3"N0C 5C%+K(5@.$'("@9-1!=/>!%+M'!%25!%@.! (*$,B"@N0C (5@.$'3"N %&)C @ +39')>4;)>4 2
. "$#0%, ++ .) % +@9 2 @9.4 ) ϕC+9/)C=5,#=/>C&IC2X/)NV[\C2"+.C&3"N1C 5C%+)("@.$'([email protected]!=/>!+4(*$'B5@/>@9$'B5h,C%@KN0C("N1B"+?M'@.,2"^C2"+.C&3"N0C :2X/KNb ("@.$,("@.-0!/>!
ϕcZ(H$'B"@Nô[\,N1M,$'@.-7/>"&)C"CIPlDJ GR'RÜTôU $,B"@N1C ("@9$'3"N %&)C /.!"$#&%' *),+ #&%'c+.B"@yN1C+M'@>,(5"C%+y"C)(*C=/>-0/.C Nb,@9M'C%B"@_5CI#N1-1XB"CcøNô[\,N1M,$'@.-7/>"&)C"C)PulDJHGR,RT+.C&3"N1C_5$'2"#B5/>-0N1-0+>,3"N0CKC2L("@./>-0XB"C,U
kj tuvjAfwzoVt vÃ2 u&)$'2:/>@.! XB[]B"2"C2"$'BAh'C%N0N1C#%N1,+.+9C"C("@.$'35NE %&)C%+4C+9/)(H$'N<a2"$'&)-bN1C)+.B"@)N1C+4#%Nb+.+.C+ "[email protected]'CB"@D"C#%N0-1XB"C3*$,@.2"!C,cE#%CyXB"-ø@>m89$'B5/>C"C+(5@.$'3"N %&)C%+o4Nb4"!Y87o)M'@.,2""CN0-1+9/.C_"C("@.$,3"NE &IC+(H$'N<a2"$'&)-bBA (H$'B"@N1C%+?M'@.,(""C+K"C Nb,@9M'C%B"@?"C #%N1-0XB"C 3H$'@92"!%CUåBÆN1)@9C%N1/>-0$'2LC2:/>@.CNb Nb,@9M'C%B"@,@93*$'@9C%+9#%C%2:/.C^C/INb [email protected]'CB"@ "CL#N1-0aB5C5B M'@>(""C[\-02"#%-0"C%25#%C,cå$'2 ÄB52"C^2"$,B5h'CN1N1C#Nb,+9+.C"C("@9$'3"NE &IC+D(*$,N<a2"$'&)-b,Ba`(H$'B"@DN0C%+DM'@.,(""C+?5CyN1,@.M,C%B"@,@93*$,@.C%+9#%C2X/.C 3H$'@92"!%CU;!%,2"&)$'-12"+cG$,2 2"C^#$'2"2E 1/`C2"#%$,@.C^(",+`NbÄ#%$'&)("N0C=A-0/.!L"CL#%C@9/w-12"+I("@.$'35NE %&)C%+I2E/.B"@.CN1+%c"$'2:/ $'2Ä(*CB5/#-0/.C%@ 45 1 68< 9 2 "J+-)>4 :. Á("@.$'35NE %&)C4$«Nô[]$'2uh'C%BA/#%$,N1$'@9-1C%@_N0C%+y,@9/>C+h,C%#B"22"$'&[email protected]_&)-12"-0&B"& "C#%$'B"N0C%B"@9+ UÃ2«2"C)+>-0/2"$'2«("N1B5+y(",++.-åNb [email protected]'CB"@_"C #%N0-1XB"C (*CB5/ ,-15C%@(*$,B"@_"!%#-1"C@ C2«/.C%&)("+(*$6N<a2"$,&I-1,N<+9-áB52k#%C@9/>,-12Ä(E,@.,& =/>@9C ÁNb,@9M'C%B5@y5CI#N1-1XB"CcøNb,@9M'C%B5@ ;KWlKU0U7U yC%+/3H$'@92"!I(",@B"2
kU
l$'&35-12"!h'C%#_N0C%+,N1M'$,@.-0/."&)C%+(H$'B"@N1yN1,@.M,C%B"@á"C@.,2"M`P\Ã t5R xTVca#%C%N1 2"$,B"+e"$'252"C%@.,-0/GB"2 ,N0M'[email protected]/>"&)C(H$'N7A25$'&I-1,N(*$,B"@"!#%-15C%@_+.-<Nb N1,@.M'CB"@K5C4#%N1-0XB"CC%+/3*$,@.2"!C4(E,@kckO5A!,Uø?2Ä,B5/>@9C("@9$'3"NE &IC_$,B5h'C@9/?-12:/>[email protected]+.+>2X/C%+/?N1C_("@9$'3"NE &IC 45 2 " 2 9.@<.45!"$ 1 AC98+3@<.U
M
kj vv4 #, 4$ . ,9 #&/4 $ & 2 $+-,/9#& ,%&/%$
tA$'-7/τB"24h'$a#,35B"Nb,[email protected],øC%+ gZ¾ÜÉqpÂÁÈaÎÀ5*Ék;pÈaÎe+.$'2:/åN0C%+üdÁ$'@9&B"N1C+y
VraicFaux
cx1 = x2C/
R(x1, . . . , xa)cD$
x1, . . . , xa
+.$,2X/"C+h,@9-b,35N1C%+ceC/RC%+9/LB"2+@a&3H$'N1Cu5C«@9C%NbÜ/>-1$,2 "Bh'$a#3"B"[email protected]øC%+ gZ¾ÜÉqpÂÁÈaÎË pýǾ°ÈaÉ ÁÈa¾4Z¾Ü˾ÜÈ)+.$,2X/N0C%+dÁ$,@.&B"N0C%+e#$'2"+/>@.B5-0/>C+D@.!#%B"@9+.-0h,C%&)C%2:/C%2B5/.-1N0-76+>2X/N0C%+edÁ$'@9&B"N0C%+D/.$'&)-1XB"C%+c5C=/N1C%+D#$'2"2"C#/.C%B"@9+
∨f$'B c
∧fC/ =c
¬f2"$,2 =c
∀f(H$'B"@G/>$'B5/ C/
∃f-0NC=A-0+9/>C =U§ tA-ϕC+9/?B"2"CdÁ$'@.&B"N1C_Ü/>$'&)-1XB"Cc",N0$'@.+
ϕC+9/?B"2"CdÁ$'@.&B"N1C5BL("@9C%&)-1C@e$'@[email protected],c§ tA-
ϕC=/ψ+.$,2X/)"C+4dÁ$'@.&B5N1C%+"Bý([email protected]%&)-1C@$'@9"@.Cc,N1$,@.+
ϕ ∨ ψcϕ ∧ ψ
C=/¬ϕ
+.$'2:/)"C%+dÁ$'@9&B"N0C%+D"B("@9C%&)-1C%@D$,@."@9C,c§ tA-ϕC+9/DB"25CdÁ$'@9&B"N1C?"B`([email protected]%&)-1C@G$,@."@9CKC/
xB"2"Ch,@9-b,35N1C,ca,N0$'@.+
∀x, ϕC/∃x, ϕ
+.$'2:/D5C%+dÁ$'@9&B"N0C%+D"B("@9C%&)-1C%@D$,@."@9C,U2^ÂÁz* ;pÈ^ËWp Î%ÈaÍ'HË Z¾Ü˾ÜÈZcEN1aB",2:/>-0O"#/.-1$'2 C+9/(*$'+9+.-03"N1C+9B"@N1C+?@9C%N1/>-0$'2"+%U5øC%+DdÁ$'@6&B"N0C%+DÜ/>$'&)-1XB"C+(HC%B5h,C%2:/?"$'2"#_B"+.+9-/[email protected]"C_N1 dÁ$'@9&IC
X(x1, . . . , xa)c5$
XC+9/B"25Ch,@.-b3"N1C"BL+.C%#$'2"L$'@."@9C,c
a+9$'2Æ@.-0/.!C/
x1, . . . xa
"C%+?h,@.-b3"N1C+D"BL([email protected]%&)-1C@$'@."@9C,UE2ÆÂÁzH;pÈÆÉ«EÀEË ;pÈ ËWp Î%ÈaÍ'*Ë Z¾Ë¾°ÈZc<NbLaB",2:/>-0O"#/.-1$'2 2[]C%+/)(*$'+9+.-03"N1CIaB5C+9B"@4N1C+h,@.-1,3"N0C%+C=/ [email protected]/.-1$'25+eB"2E,[email protected]+ ÁXB"-ø(*CB5h'C2:/K=/>@.C_haB"C+#$'&I&)C_"C+?+9$'B"+ö6YC%25+.C%&3"N1C+"B"$'&I,-02"C U W4(! $g2 B4 !# $^2[\C2"+.C&3"N1C"C+?h,@9-b,35N1C%[email protected]%+D(HC%BA/=/>@9Cy#%,N1#B"N1!K@.!%#B"@.+9-0h,C%&)C%2:/$§ +9-
ϕC%+/åB"2"CedÁ$'@9&B"N0C/.$'&)-1XB"C,c,N0$'@.+
libre(ϕ)C%+/åNô[]C%2"+9C%&35N1Ce"C+üh,@.-1,3"N1C+<("(E,@.,-1+9+>,2:/E2"+
ϕc§
libre(ϕ ∧ ψ) , libre(ϕ) ∪ libre(ψ)c§
libre(ϕ ∨ ψ) , libre(ϕ) ∪ libre(ψ)c§
libre(¬ϕ) , libre(ϕ)c§
libre(∀X,ϕ) , libre(ϕ) \ XcA$
XC%+/B"2"CKh,@9-b,3"N0C"B ("@.C&I-0C%@á$'B`"B +9C%#$'2"$'@[email protected],c§
libre(∃X,ϕ) , libre(ϕ) \ XU
,/& <$^2)@9C%NbÜ/>-1$,2
|=C%+/?"!OE25-1C"CNbdf$'2+.B"-7h,2:/>C9§
〈A, z〉 |= ϕ = R(x1, . . . , xr)+9-
(z′(x1), . . . , z′(xr)) ∈ z′(R)
cø$ez′C%+9/ Nb dÁ$'2"#=/>-0$'2 aB5-!=/>C%25
z,BAÆ+@a&3H$'N1C+y5C
τf#,[]C%+/96oÜ6Y"[email protected]
z′(R) = RA (H$'B"@/.$'B5/[email protected]%N1/>-0$'2 R "CτcøC=/
z′(X) = z(X)(H$'B"@e/.$'B5/.Ch,@9-b,35N1CK",2"+N1C_"$,& ,-02"C_"C
z U§
〈A, z〉 |= ϕ1 ∧ ϕ2
+.-〈A, z〉 |= ϕ1
C=/〈A, z〉 |= ϕ2
c§〈A, z〉 |= ϕ1 ∨ ϕ2
+.-〈A, z〉 |= ϕ1
$,B〈A, z〉 |= ϕ2
c§〈A, z〉 |= ¬ϕ1
+9-ø$'22[Q (E,+〈A, z〉 |= ϕ1
c§〈A, z〉 |= ∃X,ϕ1
+[\-0N5C=A-0+9/>CC ⊆ A
C ∈ A
+9-XC%+/á"B ("@.C&I-0C%@ü$,@."@9C =c
〈A, z[ CX
]〉 |= ϕ1c
, 5 ?3
§〈A, z〉 |= ∀X,ϕ1
+9-(H$'B"@G/.$'B5/C ⊆ A
C ∈ A
+.-XC%+9/e"B("@.C&I-0C%@á$'@[email protected] c
〈A, z[ CX
]〉 |=ϕ1
UtA-〈A, z〉 |= ϕ
c$'2Ä"-0/aB5C〈A, z〉
C%+/yB"2kÉ«øËW%aÂÁÈL5CϕUWtA-üN1C45$'& -12"C5C
zC%+/y2aB5Nôc$'2!%#@.-0@>
A |= ϕU
14 <$39#+-$)&($^2 %,". $g2Ã2I"-7/åXB"C"C%BA dÁ$,@.&B"N0C%+
ϕC/ψ+9$'2:/áÌ,3pr¿"ÀEÂÁÈa*mÈaÎ,c'XB"CNV[\$'2 2"$/>C%@.(E,@
ϕ ≡ ψc'+9-E(*$,B"@/>$,B5/>CI+9/>@9B"#/.B"@.C
AC/,+.+9-1M'2"/>-0$'2
zc〈A, z〉 |= ϕ
+.-áC/+.C%B5N1C%&)C%2:/ +.-〈A, z〉 |= ψ
U tA-á$'2ÄO5ACq ∈ N
cÜ-1N KB"2 2"$,&3"@.C2"$'2OE25-""CdÁ$'@9&B"N0C%+<5CD("@.$,dÁ$,2""C%B5@ü"CeXBE,2:/.-0OE#%/>-0$'24,B4("N0B"+qcÜ& ,-0+-1N2º[«LXB[]B"2 2"$,&3"@.C OE2"-á"C dÁ$'@.&B"N1C+ 2"$,2k!%XB"-7h,N1C2X/.C%+UüJ^N1"CB"@.CB"+.C&IC2X/%c<NV[\!aB5-0h,N1C2"#%CC%2:/[email protected]%+edÁ$,@.&B"N0C%+Á&I&IC5BL("@9C%&)-1C@D$'@."@9C C+9/-12""!#%-0E,3"N0C,U
<,@ #%$'2:/[email protected],c$'2«(*CB5/ /.@.$'BAh'C%@ B"2"[email protected]%N1/>-0$'2 []!%XB"-0h,N0C%2"#C≈C2X/[email protected]%+dÁ$'@9&B"N1C+_/>C%N0N1C XB"C+.-
ϕ ≈ ψc<,N1$,@.+
ϕ ≡ ψcC/ (H$'B"@ B"2
q ∈ NO5A!,c<-1N ,-7/B"2 25$'&3"@9C OE2"-e5C dÁ$'@.&B"N1C+2"$'2!%XB"-7h,N1C2X/.C%+(E,@
≈cZ"C("@9$,dÁ$'2""CB"@D"CXBE,2:/>-7OE#Ü/>-1$,2LB(5N1B"+
qU
lC/9/>Cy!%XB"-0h,N0C%2"#CB5/>-0N1-1+9CKNV[\!aB5-0h,N1C2"#%C_5C%+dÁ$'@.&B5N1C%+3*$a$'N1!C%2"25C%+%cEXB"-øC+9/?"!#%-1",3"N1CU2"C gZ¾ÉqpÂfÈ HÂÁÌXÈAÈLC+9/_B"25CdÁ$'@.&B"N1Cy#%$'25+9/>@9B"-0/.Co (",@9/.-1@?"C%+_#$'2"2"C#/>CB"@.+
∧c∨C=/
¬c<C=/4"C ¿5À"¾ÜfÀ"ÂÁÈAÎLHÂfÌXÈaÈaÎ,U?2"C`ÀEÎÎ%zHÀ5°Á* (H$'B"@B52"C dÁ$'@9&B"N1C)3H$A$'N0!%C2"2"C C+9/4B52"CdÁ$'2"#=/>-0$'2ÆXB"-o`#w",XB"Ch,@.-1,3"N1Cy3H$A$'N0!%C2"2"C4,+9+.-0M'2"Cha@>-<$'BÆdf,BaºU3KC%BaÆdÁ$'@9&B"N1C+K3H$A$,N1!%C2"2"C+
fC/g+.$,2X/Ì<;pr¿"ÀEÂÁÈa*mÈaÎ+.-(H$'B"@K/.$'B5/.C%+N1C+_,+.+9-1M'2"/>-0$'2"+%c
fC%+9/_ha@.,-1C4+9-üC/+9C%B"N0C%&)C%2:/+.-
gC%+/ ha@.,-1CUø[\!aB5-0h,N1C2"#%C)C%2:/[email protected])N1C%+_dÁ$'@9&B"N0C%+_3H$A$'N0!%C2"2"C%+C+9/y"!%#-1E3"N1CUøWYN+.B / (E,@C=AC%&)("N0C"C#%$,&I([email protected]%@DN0C%+e/>,3"N1C%,BA5Ch,!%@9-0/>!"C+"C%BAdÁ$,@.&B"N0C%+UtA$'-7/
MSOL∗0(τ,X,Y)
NV[\C2"+.C&3"N0C4"C%+_dÁ$'@9&B"N1C+_/.$'&I-0XB"C%+5CMSOL0(τ,X,Y)
cºC=/(*$,B"@/>$,B5/q > 0
cMSOL∗
q(τ,X,Y)C%+/ NV[\C2"+.C&3"N0C4"C%+_dÁ$'@9&B"N1C+"C
MSOLq(τ,X,Y)"C4Nb dÁ$,@.&)C
QX,ψcø$
QC%+9/yB"2«XBE,2:/>-7OE#/.C%B"@C=/
X 6∈ X ∪ YB52"C)h,@9-b,35N1C"BÄ("@9C%&)-1C%@_$,B«"B«+.C#%$'2"$'@9"@.CUU$,B5/>CdÁ$'@9&B"N1C
ϕ ∈ MSOLq(τ,X,Y)(*CB5/+%[]!%#@.-1@9C
B(ϕ1, . . . , ϕm)c$
BC+9/B"2"CüdÁ$'@9&B"N0C3H$A$'N0!%C2"2"C_C/?(H$'B"@e/.$'B5/
i ∈ 1, . . . , mcϕi ∈ MSOL∗
q(τ,X,Y)U
tA$'-7/q ∈ N
C=/ϕ ∈ MSOL∗
q(τ,X,Y)U <,@?"!=OE2"-0/.-1$'2L"CyNb ("@.$,dÁ$,2""C%B5@K"C aB",2:/>-0O"#/.-1$'2c
ϕ(*CB5/+%[]!%#%@9-1@9C
QX,B(ψ1, . . . , ψm)cD$
BC%+9/LB"2"C dÁ$'@9&B"N1C^3*$a$'N1!C%2"25CÄC=/(*$'B5@/.$'B5/
i ∈1, . . . , m
cψi ∈ MSOL∗
q−1(τ,X,Y)UÃ2LO5ACB52h,$A#%,3"B"N1,-1@9C
τh'C#
ui
+@a&3H$'N1C+"[email protected]/.-1$'2[\,@9-0/>!icH(H$'B"@D/.$'B5/
i ∈ N∗ U tA$'-0/XB"2 C2"+.C&3"N1C)OE2"-á"C h,@9-b,3"N0C%+"B ([email protected]%&)-1C@ $,@."@9CIC=/
YB"2 C%25+.C%&3"N1C)OE2"-á"CIh,@9-b,3"N0C%+y"B+.C#%$'25ý$'@9"@.CUøC%+4dÁ$'@9&B"N1C+4/.$'&I-0XB"C%+4h,C%#N1C+h,@.-b3"N1C+"B("@.C&I-0C%@$,@."@9C E,2"+
XC=/ N1C+h,@.-1,3"N0C%+_"B«+.C%#$'2" $,@."@9C)+9$'2:/5CIN1dÁ$'@9&IC
x1 = x2cU(x1)
$'BR(x1, . . . xi)
$RC+9/ B"2"[email protected]/.-1$'2uº[Q,@9-0/.!
icU ∈ Y
C%+/B52"C4h,@.-b3"N1C5B«+9C%#%$,2"k$'@9"@.C C=/ (H$'B"@/.$'B5/jcxj ∈ X
U $'2"#|MSOL∗
0(τ,X,Y)| ≤ |X|2 + |Y| × |X|+∑
i>0 ui|X|iU[\!aB5-0h,N1C2"#%C
≈C+9/"!=OE2"-1CL@.!#%B"@9+.-0h,C%&)C%2:/Uta$'-0/
q ∈ NcC=/
ϕ, ψ ∈ MSOL∗0(τ,X,Y)
UtA-q = 0
cD,N0$'@.+ϕ ≈ ψ
+.-ϕ = ψ
UtA-02"$'2cϕC+9/"CuN1kdÁ$'@.&)C
QX,ϕ′ C=/ ψ "C NbkdÁ$'@9&ICQ′X ′, ψ′ U tA- X C%+9/áB"25Ch,@9-b,35N1Ce"B)("@9C%&)-1C%@$,@."@9C,cX,N0$'@.+
ϕ ∈ MSOLq−1(τ,X∪X,Y)c,+9-12"$'2
ϕ ∈ MSOLq−1(τ,X,Y∪X)UMC&)%&)C,c'+9-
X ′ C%+/áB"2"Ch,@.-b3"N1Ce5B ("@9C%&)-1C%@$,@."@9C,cX,N0$'@.+ ψ ∈MSOLq−1(τ,X∪X ′,Y)
cm+.-125$'2ψ ∈ MSOLq−1(τ,X,Y∪X ′)
UN1$'@9+ϕ ≈ ψ
+9-Q = Q′ c X C=/
X ′ +.$'2:/"C%+áh,@.-b3"N1C+"B &)%&)C$,@."@9C,cXC/ ϕ ≈ ψ′ X′
X
U<@G@9!%#%B5@[email protected]"#%Cc5-0NR) B"2I2"$'&3"@9C?O"2"-Z"C
M
#%N1,+.+9C%+[\!XB"-0h,N0C%2"#CG"C≈E,2"+
MSOLq−1(τ,X,Y)UK$'2"#GN1Cå2"$'&[email protected]á"C#Nb,+9+.C%+[]!%XB"-0h,N0C%2"#C"C
≈E,2"+
MSOL∗q(τ,X,Y)
C%+/OE25-GC=/+.C@>[QB ("N1B5+2 × (|MSOLq−1(τ,X ∪ X,Y)| +
|MSOLq−1(τ,X,Y ∪ X)|)U
tA$'-7/ϕ, ψ ∈ MSOLq(τ,X,Y)
UϕC=/ψ(*CB5h'C2X/y+[\!#%@[email protected]@9C%+9(*C#/>-7h'C&IC2X/
B(ϕ1, . . . , ϕm)C=/
B′(ψ1, . . . , ψm′)cmh,C%#
ϕi, ψi ∈ MSOL∗q(τ,X,Y)
U <,@@.!#%B"@[email protected]"#%Cc-0N^ B"2«25$'&3"@9C O"2"-"C#%N1,+.+9C%+[]!%XB"-7h,N1C%25#%C4"C≈E,2"+
MSOL∗q(τ,X,Y)
UøC42"$,&3"@.C"C #%Nb+.+.C+_[]!%XB"-0h,N0C%2"#C4"C≈E2"+
MSOLq(τ,X,Y)C+9/OE2"-øC=/+9C%@.)[\,B("N1B5+
22|MSOL∗q(τ,X,Y)| U
3$ (f&1$ + 4#$ &19$ 2 68D#+M6"1 $tA$'-7/
τB52Æh'$a#,3"B5Nb,[email protected],U*Ã2u"!=OE2"-0/
τ kN1C h,$A#%,3"B"N1,-1@9C #$'2:/>C2E,2:/_/>$'BA/>CN0C%+@9C%N1/>-0$'2"+?"C
τch'C#
[email protected]/.-1$'25+eB"2E,[email protected]+
Pi, . . . Pk
UtA$'-7/AC=/A′ "C%BA τ 6g+9/[email protected]"#=/>B"@9C%+%c,"Ce"$'&I,-02"C%[email protected]+.(HC%#=/>-0dÁ+ A C=/ A′ U'Ã2+9B"("(H$'+.CDXB"C A∩A′ =
∅Á+.-125$'24$'2("@9C%2" B"25Ce#%$'(5-1Ce"-0+Á89$'-02:/>Cá"C
A′ U'[\B52"-1$'2"-1+r89$'-12:/>CG"C A C=/ A′ C%+/Nb τ 6Y+/>@9B"#/.B"@.Cc2"$,/.!%CA⊔A′ ca"C5$'& -12"C A∪A′ caC=//.C%N1N0CaB5CK(H$'B"@á#wE,XB"C@9C%NbÜ/>-1$,2 R c RA
F
A′= RA ∪RA′ U
,25+?N0C%+#+?5C%+M'@>(""C%+cZ#%C/9/>C$'(H!%@./>-0$'2 #%$'@[email protected]+.(H$'2" o4NV[\B"25-1$'2 "-0+Á89$'-02:/>C,U§·i@9C%("@9!%+.C2:/>CNb
τk6Y+9/[email protected]"#=/>B"@9C,c<mh,C%#`#$'&)&IC)"$'&I,-125C
vc/.C%N1N0C aB5C
Pi = vC=//.C%N1N0CXB"C_/>$,B5/>C+?N0C%+?,B5/[email protected]+?@9C%N1/>-0$'2"+e+9$'2:/?ha-0"C%+U§
ρi→j(A)C+9/Nb +9/[email protected]"#=/>B"@9C "Cy"$'&I,-02"C
AcE/>CN1N0C_aB5C
Pρi→j(A)i = ∅
cP
ρi→j(A)j = PA
i ∪ PAj
cC=/XB"C(H$'B"@e/.$'B5/>C+N0C%+,BA/>@[email protected]%N1/>-0$'2"+Rρi→j (A) = RA U§ tA$,-0/
RB52L+ A&3*$'N0C"[email protected]%N1/>-0$'2,B5/[email protected]"C
Pi
ci ∈ 1, . . . , k
c"C=/K+9$'-0/a+.$'2^,@.-7/>!,U`KN1$,@.+
ηR(i1,...,ia)(A)
C+9/KNb +9/>@9B"#/.B"@.C "Cy"$'&I,-12"CAc*h,C%#
RηR(i1,...,ia)
(A)= RA ∪ PA
i1× . . .× PA
iaC=/(H$'B"@e/.$'B5/+ A&3*$'N0C_"[email protected]/.-1$'2QB5/>@9C_aB5C
RcQ
ηR(i1,...,ia)
(A)= QA U§
A⊕A′ C%+/NV[\B52"-1$'2 5-1+Á89$,-12:/>C_"C++9/>@9B"#/.B"@.C+ A C/ A′ cE#,[]C%+9/6oÜ6g"-1@9C A⊔A′ U N1,@.M,C%B"@5C#N1-0aB5C [\B52"Cτ6Y+/>@9B"#/.B"@.C
AC%+9/)N0C ("N1B"+4(HC/.-0/
k/.C%NDXB[]-1NeC+9/)(H$'+.+9-13"N0C`"C#%$,2"+9/[email protected]"[email protected]_Nb
τk6g+9/>@9B"#/.B"@.C
A′ h,C%#yN1C%+$'(*!@>/.-1$'25+D#%-"C+.+9B"+%cZC/D/.C%NXB"C A C%+/Nb+9/[email protected]"#=/>B"@9C A′@.C+9/[email protected]%-02:/>C"C%+?("@9!%"-0#/.+?B52E,-1@9C%+Pi
ci ∈ 1, . . . , k
U
5!%#%$,&I(H$'+.-7/>-0$'2ÆC%2Ä#%$,B"(*C+y,-12"+9-<XB"C Nb`5!%#%$,&I(H$'+.-7/>-0$'2Æ3"-Å6089$'-02X/K+.$'2:/y"CBA M'!2"!%@.,N1-0+>Ü6/>-0$'2"+"CDN1_"!%#$'&I(H$'+9-0/>-0$'2&)$A5B"Nb,[email protected]'!2"!%@.,N1-0+>/.-1$'2E,2"+N0CD+.C%25+GXB[]B"2)&I$a"B"N0Ce[]B"2IM,@>,("5CC%+//.$'BÜ89$'B"@9+ B52"CI#$'B"(HC C=/B"2«3"-76789$'-12:/%U KC #C)df-0/yB"2kM,@>,("5CI#$'&I(5NE /.C%&)C%2:/ "!%#$'&I(H$'+.,3"N1C(E,@GNb"!%#$'&)(*$'+9-0/.-1$'2)&I$a"B"N1,-1@9CD+.C@>#%$,&I("N /.C%&)C%2:/5!%#%$,&I(H$'+>3"N1C?(E,@GNb 5!%#%$,&I(H$'+.-7/>-0$'2 C%2#%$,B"(*C+C=/Nb4"!#%$'&)(*$,+.-0/.-1$'2 3"-76789$'-12:/Ul$'&)&IC,B5/[email protected],!%2"!@>,N0-1+>Ü/>-1$,2I"CNby"!%#$'&I(H$'+9-0/>-0$'2)&I$a"B"N1,-1@9C,c:$'2I(*CB5/°89$'BA/>C%@GNby"!%#$'& 6(H$'+.-7/>-1$,2C2^#$'B"(HC%+K5B^M'@.,(""Cy#%$'&)("N0!%&)C%2:/w,[email protected]"Cy3"-Å6Y(E,@/>-7/>-1$,2 "C%+?+.$'&)&)C/>+[]B"2ÆM,@>,("5CC%+/y,("(HC%N0!%C4B"2"C Í'">Í'mpÇÈÆ+9-ü#%C=/./.C)35-76Y(",@9/.-0/>-0$'2C%+9/B52"C #%$'B"(HC4"B M'@.,(""C4#$'&I(5N1!%&)C%2:/>,-1@9C,UøC%+y3"-76789$'-12:/.+_"Bk#$'&I(5N1!%&)C%2:/>,-1@9C[]B"2 M'@.,(""C +.$,2X/ C=5,#=/>C&IC2X/N1C+y35-76089$,-12:/>+_"B«M'@>(""C,cC=/"$'25#y2º[\-02""B"-0+.C%2:/?(E,+"C2"$,B5h'CN1N1C_5!%#%$,&I(H$'+.-7/>-0$'2U,2"+?#%C#wE("-0/[email protected],cE$,2!=/>B"5-1C"C%+M'!2"!%@.,N1-0+>/.-1$'25+e"C#%C+"!#%$'&)(H$'+.-7/>-1$,2"+%U
jmlkqk tL|k ff_z Kx fg ' I k tL| Gfg o>:
,C,2a6J^,@9#)2"N1-0M'2"C%NVc*",2"+yNb`#%$,2"#%N0B"+.-0$'2 "C +> />! +.CLP\,2ERATVcø(E,@.N0C4-125dÁ$,@.&)C%N1N0C%&)C%2:/"C#%C aB5C`(*$,B"@.@.,-0/y/[email protected]`N1N1,@.M,C%B"@y&I$a"B"N1,-1@9C [\B52 M'@>(""C,cB"2"C +.$'@/>C`"CIM'!%25!%@>N1-1+./>-0$'2Ä"C N1"!#%$'&)(*$,+.-0/.-1$'2 &)$A5B"Nb,[email protected],WYNE"-7/GXB"C?#%C(E,@.,& =/>@9C?(H$'B"@9@>,-7/å/[email protected]?B"2"C,N0/.C%@.2"/>-7h'Co N1_Nb,@9M'C%B"@"C#%N0-1XB"C_C=/o4N1Nb,@9M'C%B"@ ;WlKU,2"+ #C/9/>C +.C#/>-0$'2cG$'2 "$'2"25CuB"2"Cu"!=OE2"-0/.-1$'2ýdÁ$'@.&)C%N0N1C[\B52"CuNb,@9M'C%B5@`&I$a"B"N1,-1@9C,cå,-02"+.-XB"C`"[email protected]/.-1$'25+ "C #%C/9/>C`N1,@.M,C%B"@ h'C%# NbLN1,@.M,C%B"@ "C #N1-1XB"CIC/NbLN1,@.M,C%B"@;KWlKUÃ2kh,C%@9@>XB[]-1N+[Q,M,-0/D"C(E@>,&g /[email protected]%+D+9-1&)-1N1,-1@9C%+%cXC=/XB"CN0C_@>,("(H$'@/DC%2:/>@9C #C%[email protected]'CB"@.+DC+9/,B("N1B5+
2UZÃ2"$'252"C%@.4,B"+.+9-B"2"C_25$'B5h'CN1N0C,N0M %3"@9C(H$'B"@#$'2"+/>@[email protected]_B52 M'@>,(5"C"CN1,@.M,C%B"@G&I$a"B"N1,-1@9C
kmh,C%#,B("N0B"+
k#%$'B"N0C%B"@9+"-*!%@9C%2:/>C+%U
#$g2k . ,/&$g2
Ì ÁmfH ;()+()(-tA$,-0/k ∈ N∗ c G = (V,E)
B"2ÄM'@>,(5"C4C/V ′ ⊆ V
UÃ2 "-0/_XB"CV ′ C%+/yB"2
k>ÉkøËWpÂfÈL+%[]-1N<C A-1+9/.C B"2"C (E,@/>-0/.-1$'2
V ′1 , . . . , V
′k"C
V ′ />CN1N0CXB"C (*$,B"@/>$'BA/ i ∈ 1, . . . , k cC/?(H$'B"@e/.$'B5/u, v ∈ V ′
i
cN(u) \ V ′ = N(v) \ V ′ U
u
" ¢¡Z£ "£7¥¦ § 236g&I$a"B"N0CKE2"+B"2LM,@>,("5C h,C%#y+> (E,@9/.-0/.-1$'2U
Ã2 h'$'-7/df,#%-0N1C&IC2X/XB[\B5216Y&)$A5B"N1C)#%$'@[email protected]+.(H$'2"so^B"2&)$A"B5N1C,U^OEM'B"@9CGx5U7 "$'2"25C`C%2C=AC&I("N0CB"2
36Y&)$a"B"N1CKE,2"+B"2M'@>(""C,UÃ2 h,C%@9@>E,2"+Nb +9C%#=/>-1$,2 xAUQS #%$,&I&)C%2:/ $'2 (HC%B5/5!%#%-0"C%@C2 /.C%&)("+(*$,N<a2"$'&)-b,N+9-_B"2M'@.,(""C(H$'+9+7 %5C_B"2
k6g&I$a"B"N0C?25$'2`/>@9-0ha-b,NVc:(*$,B"@
kO5A!UEÃ2`h'C@.@>!M:,N0C%&)C%2:/eXB[]B"2"C_+/>@.B5#/>[email protected]@.C("@.!+.C2X/>,2:/D/>$'B5+N1C+
k6Y&)$A"B5N1C%+á"B`M,@>,("5C(*CB5/e=/>@9CK#N1#%B5N1!%CC%2 /.C%&)("+e(H$'N<a2"$,&I-1,Nôc(*$'B5@
kO5A!,U2"CIÍ:ÂÁÀEÎÎ%ÈÆ",2"+G[]B"2k+9$'B"+6gC%2"+9C%&35N1C
V ′ 5C V C%+/B"2Ä+.$,B"+6gC%2"+9C%&3"N0CI&IÜA-1&I,NC"C+.$,&I&)C/.+"C
V ′ /.C%NºXB"CK(*$'B5@á/.$'B5/ u ∈ V (G) \V ′ ca+.$,-0/ u C+9/Ü8.,#%C2:/oy/.$'B"+eN0C%++9$'&)&IC=/>+á"CCc:+.$'-7/yoy,B"#B"2UAÃ2I25$,/>C@>(E,@
PartG(V ′)Nô[]C%25+.C%&3"N1C"C+G#Nb,+9+.C%+á"C
V ′ E,2"+ G UaÃ2)h,$'-0/áXB"CV ′ C%+/4B"2 k 6Y&)$A5B"N1C +.-áC/+.CB"N1C&IC2X/+.- |PartG(V ′)| ≤ k
UøC%+ "C%BAk$'3"+9C%@h,Ü/>-1$,2"+ +9B"-0h,2:/.C%++.$,2X/?-0&I&)!%"-1/>C+%UåÈAÉkÉkÈ ;()+(@
V ′ DNL]IKH1 k R>/QF?KHBED FHD G y:?BE/[LV ′ DNL]I KH1 k R>/QF?KHBED FHD G c
åÈAÉkÉkÈ ;(E;(@V ′′ ⊆ V ′ ⊆ V
D]IV ′′ DNL]IyKH1 k R>/QF?KHBEDFHD G :?BE/[L
V ′′ DNL]IyKH1 k R>/QF?KXBED$FHDG[V ′]
ctA-V1, V2
C+9/<B"2"Ce#$'B"(HC,c,B52"C#$6Y#$'B"(HCe$'BB"23"-76789$'-12:/c°N1$'@9+V1
C/V2
+9$'2:/"C%+26Y&)$a"B"N1C+%U
K$'25# +9-V ′ C+9/KB"2L&)$a"B"N1Cc V \ V ′ C%+/KB52 2
6g&I$a"B"N0C,U åN0B"+M'!%25!%@>N1C%&)C%2:/$'2(*CB5/K5!%&)$'2:/>@.C@N1C_N0C%&)&ICK+.B"-7h,2X/%UåÈAÉkÉkÈ ;( ;(@
V ′ DNL]IKH1 k R>/QF?KHBED:?BE/[L V \ V ′ DNL]I KX1 2kR>/QF?KHBEDQc
]>/1`L]I[:?I*@/1mctA$'-7/u 6∈ V ′ UKN0$'@.+(H$'B"@#wE,XB"C #%Nb+.+.C C "C
V ′ c u C+9/+.$'-7/,Ü8.,#C%2:/ o />$'B5+N1C++.$'&)&IC=/>+D"CCcE+.$'-7/oI,B5#%B"2U l$'&)&)C_-1NK),B("N1B"+
k#%N1,+.+9C%+?E,2"+
V ′ cE-1NK),B("N1B"+ 2k,Ü8.#%C%25#%C%+?(H$'+.+9-13"N0C%+e(H$'B"@DN0C%+D+.$,&I&)C/.+D"CV \ V ′ E,2"+ V ′ UK$'25# |PartG(V \ V ′)| ≤ 2k
UFZ,3"-1C2k"C`JL$'2:/>M,$'N0OEC@#%$'2"+.,#%@9!`B"2 #w",("-0/[email protected]"C +.L/>! +.CGoLNô[]!/>B5"C "C+
26g&I$a"B"N0C%+UøWYN&)$'2:/>@.C_C2L(",@9/.-1#%B5N1-1C@eXB[]-1N1+D25CdÁ$,@.&)C%2:/(E,+cEC%2M'!%2"!@>,NVc"B"2"C_df,&)-1N0N1C?(E,@/>-0/.-0h,C,U
lC%N1C+9/y"!Y87oB52 &I,B5h,-0+(*$,-12:/ Æ(*$,B"@_Nb`"!=OE2"-7/>-1$,2u"C4#%C XB"C (*$,B"@.@.,-0/K/>@9C4B"2"C "! 6#%$,&I(H$'+.-7/>-0$'2k6Y&)$a"B"[email protected]
Nb)("@.$'([email protected]!=/>!y"C(",@9/.-0/>-7ha-0/>!(HC%@9&IC=/./w-0/?[\mh,$'-1@?Nô[]B"2"-0#%-7/>!"CN1I"! 6#%$,&I(H$'+.-7/>-0$'2UN1N0CM:@>,2:/>-7/eB"+.+9-ºXB[]B"2"C"!#%$'&)(H$'+.-7/>-1$,2 @.!#%B"@9+.-7h'C(E@B"2 &)$A5B"N1C2"$'2`/[email protected],N,3H$'B5/.-0/e/.$'BÜ89$'B"@9+o N1"!%#$'&)(*$'+9-0/.-1$'2U
k ! 7 / !
Ã2(*CB5/ü25!,2"&)$'-02"++.B"M'M,!%@.C@oKXB"$,-a#$'@.@9C%+9(*$'25"@>,-7/<B52"Ce"!#%$'&)(*$,+.-0/.-1$'2k6Y&)$A"B5Nb,[email protected]ü[]B"2M'@.,(""CU
Ì ÁmfH ;()+( (tA$'-7/GB"2 M'@.,(""CU2"C`ËÌaÍ'HÉkÇHÎr°fH
kwÉ«øË pÂÁÀEf¾°È "C
GC%+/4B"2"Cdf,&)-1N0N1C
F[]C%2"+9C%&3"N0C%+?"C+.$'&)&)C/>+D5BLM'@.,(""C/.C%N0N1C_XB"C9§ (H$'B"@e/.$'B5/+.$,&I&)C/
v"BLM,@>,("5C,c
v ∈ Fc§
V ∈ Fc§ (H$'B"@e/.$'B5/
X ∈ FC=/Y ∈ F
cX2"C#w"C=h,B"#w"C (E,+
Yc§ (H$'B"@e/.$'B5/
X ∈ FcX-12""B5-0/B"2
k6g&I$a"B"N0C"C
GU
,2"+N1Cy#,+?"C+16g&I$a"B"N0C%+%c5#%C/9/>Cydf,&I-0N1N0CK#%$,@[email protected]+.(H$'2"uBAL&I$a"B"N0C%+DdÁ$'@9/.+5B^M'@.,(""CU,@"!=OE2"-0/.-1$'2ºcºB"2"C45!%#%$,&I(H$'+.-7/>-0$'2
k6g&I$a"B"N1,-1@9C º[\B"2 M'@.,(""C4C+9/yB"2"Cdf&I-0N1N1C ,@93*$'@9C%+9#%C%2:/.C,U N1N0C"C& ,25"CC24("N1B"+XB"Ce#wEaB5CD&IC&3"@.Cá"CeN1df&I-0N1N1C-02""B"-0+.CáB"2
k6Y&)$A"B5N1C,U°?2"Ce"!#%$'&)(H$'+.-7/>-1$,2
k6g&I$a"B"N1,-1@9C[\B52M,@>,("5C#%$'@[email protected]+.(H$'2" "$'25# oB"2,@[email protected],ca/>CNXB[\-0N_`,-0/B"2"C35-¢89C%#=/>-0$'2`C%2:/[email protected]_N1C++.$,&I&)C/.+D"BLM,@>,("5CyC=/?N1C%+edÁCB"-1N0N1C+e"CyNô[\,@.3"@9C,c"C=/?(*$'B5@e/>$'B5/25$ACB"L5C NV[Q,@93"@.Cc"Nô[]C%25+.C%&3"N1C_"C+dÁC%B5-1N1N0C%+_"B«+.$'B5+6ö@.3"@9CIC2"@>,#-12"!),B«2"$aC%B"«-12""B5-0/B"2
k6Y&)$a"B"N1C"C
GUÃ2 ,("(HC%N0N1C4#C/,@.3"@9CÂ7À5¾Ü¾°ÈÆËÈuÂÁÀ«ËÌaÍ'HÉkÇHÎÁmfHåUÃ2hÆ+[\-02X/.!%@9C%+.+9C%@oÆ(E,@/>-1@"C & -12:/>C2E,2:/ ,BA M'@>(""C%+4#$'&)("NE =/>C%&)C%2:/45!%#%$,&I(H$'+>3"N1C+(E,@D#C/9/>Cy"!%#$'&I(H$'+9-0/>-0$'2
k6Y&)$A"B5Nb,[email protected],U
*^+ ,.)01,2547684,9 0 #k . ,/&$g2 $g6 #$ (h. ,/&(4B%$
Ì ÁmfH ;(*)+( ;(tA$'-7/G = (V,E)
B"2uM'@.,(""CUøÃ2Æ"-7/XB"CGC+9/yËÌAÍ'HÉkÇHÎ%À5<ÂÁÈ ÇÀ"¾
kÉkøËWpÂfÈaÎå+%[]-1NXC=A-1+/>CGB"2,@93"@.Cá3"-02E,-1@9CC%2"@.,#%-02"!
T/>C%NXXB"CG-1N ,-0/B"25CG3"- 89C%#=/>-1$,2 C2X/[email protected]%+dÁC%B5-1N1N0C%+"CNô[\,@.3"@9CC/eN0C%+á+.$'&)&)C/>+å"B M'@>,(5"C,cXC/GXB"C(H$'B"@å#wE,XB"CK2"$ACB"
a5CKNô[\,@93"@.Cc:Nô[]C%2"+9C%&3"N0C5C%++.$,&I&)C/.+D#%$'@[email protected]%+9(*$,2"E,2:/,BA dÁCB"-1N0N1C+e"B+.$'B"+ö6ö,@93"@.CC2"@>,#-12"!C2
aC%+9/?B"2
k6g&I$a"B"N0C,U
Ã2^h'$'-7/3"-0C%2LaBº[\-0N+[Q,M,-0/[\B52u#,+(E,@9/.-1#B"N1-0C%@"CN1I"!#%$'&)(H$'+.-7/>-1$,2k6Y&)$A"B5Nb,[email protected],cA/>C%NXB"C#wE,XB"C2"$aC%B"Ï"CNô[\,@93"@.C "C"!#%$'&)(H$'+.-7/>-1$,2 ,Bý(5N1B"+4"CBAOEN0+%U (E@9/>-0@4"C& -12:/>C2E,2:/cXBE,2" $,2 (E,@.N0C%@. "C5!%#%$,&I(H$'+.-7/>-0$'2
k6Y&)$A"B5Nb,[email protected],c,$'2 +.$'B5+eC%2:/>C2""@. XB"CK#wE,XB"C2"$aC%B"`",2"+Nô[\,@93"@.C5C4"!%#$'&I(H$'+9-0/>-0$'2u ,B ("N0B"+
2OEN0+%UºC+_M'@>(""C%+"!#%$'&)(H$'+>,35N1C%+K(E,@
16g&I$a"B"N0C%++.$'2:/C=5,#=/>C&IC2X/ N1C+I#$'M'@>(""C%+UeÃ2ý@.C/.$'&3HC"$'2"#L3"-1C2ý+9B"@ N1Ä#Nb,+9+.C"C%+IM'@>,(5"C%+IC%2:/>- %@.C&IC2:/"!#%$'&)(*$,+>,3"N0C%+D(E@?N1"!%#$'&)(*$'+9-0/.-1$'2 &)$A5B"Nb,[email protected]Ã2L(HC%B5/?"!=OE2"-0@DB"2L(",@>,&g /[email protected]_"CM'@.,(""C#$'@.@9C%+.(H$'2"",2:/o4#C/./.C 5!%#%$,&I(H$'+.-7/>-0$'2
Ì ÁmfH ;()( &(tA$'-7/G = (V,E)
B"2«M'@>,(5"C,UÂfÀ"¾zZÈHp¾ É«øË pÂÁÀEf¾°ÈL"CGC%+/N0C)(5N1B"+(HC/>-7/
k ∈ N∗ />CNøXB"C G +.$'-7/"!%#$'&)(*$'+.,3"N0C_(E,@ k 6g&I$a"B"N0C%+%U5WYNC%+/K2"$/>! mod-wd(G)U
øC%+M'@>,(5"C%+"-0+9/w2"#%Cu"!@.!"-0/>,-1@9C,ceN0C%B"@ #$'&I(5N1!%&)C%2:/C=/N1C%+M'@.,(""C++>,2"+C5
ce/>,B"@9C,BcM'C&C=/ #%$6gM'C%&-125"B"-0/$'2:/4B"2"C N1,@.M,C%B"@ &I$a"B"N1,-1@9C)º[Q,B (5N1B"+2U2 C *C/%cü#%C+4M'@>(""C%++.$'2:/#%$,&I("N /.C%&)C%2:/4"!#%$'&)(*$,+>,3"N0C%+(",@4Nb^5!%#%$,&I(H$'+.-7/>-0$'2 C%2#$'B"(HC%+%c<NbÆ"!#%$'&)(*$,+.-0/.-1$'2«3"-76789$'-12:/$'BuN1`"!%#$'&I(H$'+9-0/>-0$'2^C2 #%$6g#%$'B"(HC%+UWtA-<NV[\$,2uC%2"@.,#%-02"C4Nô[\,@[email protected]"!%#$'&I(H$'+9-0/>-0$'2cHC/$'2u5-0ha-1+9C/>$,B"+_N1C+_2"$ACB""+-12:/.C%@.25C%+C%2Ä2"$aC%B""+_5C)5C%M'@9!
3cºNV[Q,@93"@.C4$,35/>C2aBÄ-125"B"-1@. B"2"C "!#%$'&)(H$'+.-7/>-1$,2
26g&I$a"B"N1,-1@9C,U,J^,-0+Nb_#%N1,+.+9C?5C%+áM'@>,(5"C%+á"CNb,@9M'C%B5@&I$a"B"N1,-1@9Ce,B)("N1B5+
2C%+/á+9/>@9-1#=/>C%&)C%2:/á("N0B"+M'@.,2""CXB"CNô[]B"2"-0$'2 "C#%C+?/.@.$'-0+D#%Nb+.+.C+"CM'@>,(5"C%+cE#,@C%N0N1C#$'2:/>-0C%2:/cE(E@?C AC%&)("N1Cc"N1C
C5U
u
b
dc
e
a
b c
a
ed5 ]¡Z£ "£T|¦§ ?2"C"!%#$'&)(*$'+9-0/.-1$'2
26Y&)$A"B5Nb,[email protected]?"B
C5
UåÈAÉkÉkÈ ;( &(;/@CI
GKX1PY?[:]\+^+DQc;BE/[L
mod-wd(G) = mod-wd(G)c
]>/1`L]I[:?I*@/1mcDWY&I&)!%5-b/%c'#,@cX(E,@áN1C?N1C%&)&)Cx5U0,c:B"2"CK5!%#%$,&I(H$'+.-7/>-0$'2k6Y&)$a"B"[email protected]"C
GC+9/B"2"C"!#%$'&)(H$'+.-7/>-1$,2
k6Y&)$a"B"[email protected]?"C
GU
åÈAÉkÉkÈ ;(<;;(;/@CIG = (V,E)
KX1PY?[:]\+^+DV ′ ⊆ V
c BE/[Lmod-wd(G[V ′]) ≤ mod-wd(G)
c]>/1`L]I[:?I*@/1mctA$'-7/
FB"2"C)"!%#$'&)(*$'+9-0/.-1$'2
k6Y&)$A"B5Nb,[email protected]
G/>C%N0N1CXB"C)Nô[\,@93"@.C4"C)"!#%$'&46(H$'+.-7/>-1$,2Ä+9$'-0/ 3"-02E,-1@9C,Udf&I-0N1N1C
F ′ = X ∩ V ′ : X ∈ FC/X ∩ V ′ 6= ∅
C+9/B52"CIdf,&)-1N0N1C,@93*$'@9C%+9#%C%2:/.C,cø"$'2:/NV[Q,@93"@.C[\-02"#%N0B"+.-0$'2u"C4N1Idf,&)-1N1N0C C+9/3"-02E,[email protected],U KC ("N0B"+_(E,@N0CN1C&I&)CxAUTnAc#wE,XB"Cy&)C%&3"@9C_"CF ′ C+9/?B"2 k 6Y&)$a"B"N1C"C G[V ′]
UlC (",@>,&g /[email protected]_C+9/?C%2df,-0/e+.-1&)-1N1,-1@9CKBA(E,@.,&g />@9C%+D"!Y87o)@9C%2"#$'2:/>@9!%+%U
"$# ÌXZ¾%aÉkÈ ;( ;( ;/@CIG
KH1 Y?[:]\+^+DQc BE/[NLmod-wd(G) ≤ NLC-wd(G) ≤ cwd(G) ≤ 2 ×
mod-wd(G)c
]>/1`L]I[:?I*@/1mcDWYNøC%+/5!ö87o #%$'2"2XBXB"CNLC-wd(G) ≤ cwd(G)
P ,$'°TôUtA$'-7/
kN1N1,@.M,C%B"@ ; l"C
GC/tB"2"C
k6YC=A("@9C%+9+.-1$,2 ;KWlý5C
GUHtA$'-7/
t′B"2"C+.$,B"+6gC=A("@.C+.+9-1$'2"C
tcEC/
V ′ NV[\C2"+.C&3"N0C_"C%++.$,&I&)C/.+,("(E,@.,-1+9+>,2:/E2"+ t′ UZÃ2h,$'-0/Ddf#%-1N0C%&)C%2:/DXB"C V ′ C+9/B"2k6g&I$a"B"N0CK"C
GU82LCºC=/c"/.$'B"+DN1C+D+.$'&)&)C/>+D5Cy&)%&)C!=/>-1XB"C=/./.Cy",2"+DN1C_M,@>,("5C_C=A("@.-0&I!_(",@
t′)N1Cy&I&ICh'$,-1+.-02E,M'CyE,25+
V \ V ′ U3K$,2"# T -02""B"-7/B52u,@[email protected],[email protected]_/>CNXB"C Nô[]C%2"+9C%&35N1Cy"C/>$,B5/>C+?N0C%+DdÁC%B5-1N1N0C%+G[\B52^+.$,B"+6Y,@.3"@9CC%+9/?B"2&)$A"B5N1Cmod-wd(G) ≤ NLC-wd(G)
UtA$'-7/
TB"2Ä,@.3"@9C3"-02E,-1@9C /.C%NüXB"C4(H$'B"@K/.$'B5/_+9$'B"+ö6ö,@93"@.CcNô[]C%2"+9C%&35N1C"C+dÁC%B"-0N1N0C%+KC+9/B"2
k6&)$A"B5N1C,U;tA$'-7/
aB"2Ä2"$aC%B"Ä"C
Tc$'2Ä2"$,/.C
Va
NV[\C2"+.C&3"N1C "C+_dÁC%B"-0N1N1C+"BÄ+.$'B5+6ö@.3"@9C)C2"@>#%-125!C%2aUeÃ2 #%$'2"+/>@9B"-0/ @9!%#B"@.+9-0h'C&IC2:/B"2"C
2k6YC 5([email protected]%+9+.-0$'2
ta"C
G[Va](H$'B"@I/.$'B5/ 2"$ACB"
a"CNô[\,@93"@.CcA/>CN1N0CXB"C(*$'B5@e/>$'B5/
u ∈ Va
clabG(ta)(u) ∈ 1, . . . , k
C/(H$'B"@/.$'B5/u, v ∈ Va
/>CN1N0CXB"CN(u) \ Va 6= N(v) \ Va
clabG(ta)(u) 6= labG(ta)(v)
U*Ã2u+.B"("(H$'+9C+>,25+(*C@9/.C"CM,!%2"!@>,N0-0/>!yXB"CN1C+D2"$aC%B""+?-12:/.C%@.25C%+$'2://>$'BÜ89$,B"@.+D"CBAOEN0+%UtA-
aC%+/ÆB"25CÄdÁCB"-1N0N1C,ce,N1$'@9+Nô[]C=A("@.C+.+9-1$'2½C%+9/L/>@9-0ha-b,N0C,U tA-12"$,2c+.$'-7/
bC=/
c+9C%+LO"N1+%UN1$'@9+
Va = Vb ∪ Vc
UtA$,-0/tbC/tcNô[]C=A("@9C%+9+.-1$,2 (*$'B5@
G[Vb]C=/G[Vc]
[email protected]+.(HC%#/.-0h,C%&)C%2:/Uta$'-0/t′′a =
tb + i∈1,...,kρi→i+k(tc))Á$@9C%("@9!%+9C%2:/>CuN1«#%$,&I(H$'+.-7/>-0$'2 =Ul$'&I&)C
Vb
C=/Vc
+.$'2:/ 5C%+k6&)$A"B5N1C%+cø$'2k(HC%BA/#$'2"+9/[email protected]"[email protected])B"2"CIC=A("@.C+.+9-1$'2
t′a"C("B"-0+
t′′aC%2k°89$'B5/>,2:/"C+,@9/.C%+C2:/>@.CIN1C+!/.-1XB"C=/./>C+"C
1, . . . kC=/"C+ !=/>-0aB5C/./.C%+ "C
k + 1, . . . , 2kUWl$'&I&)C $'2Ä2[Qm89$'B5/>C)XB"C 5C%+
k ! 7 / !
,@9/>C+C2X/[email protected]`5C%+!=/>-0aB5C/./.C%+ "C1, . . . k
C=/"C+!/.-1XB"C=/./>C+"Ck + 1, . . . , 2k
c$'2 2[\°89$'B5/.C(E,+ [Q@./.C%+`C2:/>@.C^"C%BA +.$,&I&)C/.+ "CVb
$'B C%2:/>@9CÆ"C%Ba +.$,&I&)C/.+I"CVc
Ut′aC+9/ 5$'2"#^B52"CC=A("@9C%+9+.-1$,2 (*$,B"@
G[Va]U l$'&I&)C
Va
C%+9/ B"2k6Y&)$a"B"N1Ccº-0N LBk("N0B"+
kh,$'-1+9-12E,M,C%+(*$,+.+.-03"N1C+(H$'B"@ N1C+)+9$'&)&IC=/>+ "C
V \ Va
E,25+Va
UÃ2Ï(*CB5/ ,+.+9$A#-1C%@ N0C%+ !/.-1XB"C/9/>C+I"C1, . . . , 2k
C2k#%N1,+.+9C%+%cå#%,@4+.-
u, v ∈ Vb
2"C+.$'2:/)(E,+ E2"+IN1Æ&I&IC #Nb,+9+.C"CVa
cå,N0$'@.+uC/v2"C+.$'2:/(E,+KE,2"+N1 &)%&)C #Nb,+9+.C"C
Vb
Á"C&)%&)C(H$'B"@Vc
=UÃ2Æ#%$'25+9/>@9B"-0/Nô[]C=A("@.C+.+9-1$'2ta"C%(5B"-1+
t′a/>CN1N0C4aB5CI(H$'B"@/.$'B5/u ∈ Va
clabG(ta)(u) ∈ 1, . . . , k
cøC/yN1C+y5-*!%@.C2:/>C%+y#%N1,+.+9C%+y[]!/>-0XB"C/9/>C%+#%$,@[email protected]+.(H$'2""C2:/,Ba"-*!%@9C%2:/>C+#%Nb+.+.C+5Bk6Y&)$A"B5N1C
Va
U`ÈaÉkÀ"¾B;pÈ( 1 13D\+D]KHI\`:L\m[/KHb?D][FHDNLqYM:?B @CINLqFM:?1`L BED IC^+N/[]>D9\m[NbaN7FHD]1+I
BEDP10
:KH13DAB :?[*YHD]KX[$>/QF?KXB :?@C[DAFHD
2D]IKH13DAB :?[*YHD]KX[AFHDJa]B @BAQK+D9FHD
3@a7:?[ @CBWL+V :Y?@CIKH1Y?[:]\+^+D9F?@EL]I:?1KaND
^+][7F?@CI:?@C[DD]I(aNDi13V DNL]I;\`:LiKX1 aN/7Y?[:]\+^+D D]I LQ:B :?[*YHD]KH[-8 DNL]IyFHD3c
0#%$g2 2_4,/9 01, 1 <$^2 (0$^2 &1*^+-,/.)01,2?(! <$^2 0 k . ,/&<$^2
[Q,@93"@.C-12"5B"-1+.,2:/eN1C+k6Y&)$A5B"N1C+G[]B"2 M'@.,(""C"CKN1,@.M,C%B"@á&I$a"B"N1,-1@9C
k2"C25$'B"+5$'2"2"C(",+"[email protected]%#=/>C&IC2X/åB52I&)$H'C%2 "C@9C%#%$,2"+9/[email protected]"[email protected],@>,("5C,U'WYN"+9C%@.,-0/å-02X/.!%@9C%+.+.,2:/á[Qh,$'-1@B"25C?C A("@.C+.+.-0$'2"!=OE2"-1+9+>,2:/N0CM'@.,(""Cc#$'&)&ICá(*$,B"@<[email protected]'CB"@5Ce#%N0-1XB"CC=/ü[email protected]'CB"@;WlKU $,B"@ü#%CNb5cÜ$'2(HC%BA/-12:/.@.$a"B"-1@9C B"2"C 25$'B5h'CN1N0CI$'(H!%@./>-0$'2 +.B"@ N1C+ M'@.,(""C+!=/>-1XB"C=/>!+%UlC=/./.C $'(H!%@./>-0$'2Ädf-0/Nô[]B"2"-0$'2c°89$'BA/>C_N1C+,@.=/>C+?C2:/>@.CN0C%+n#%$,&I(H$'+>2X/.C%+cEC/@.C 6Y!=/>-1XB"C=/./.C_N1C%+n#$'&I(H$'+.,2:/>C%+c"C%2L,("(5N1-1XBE2X/"CBAdÁ$'2"#=/>-1$,2"+D"-*!%@9C%2:/>C+(*$'B5@D#wE,#%B52"C"C+#%$'&)(*$,+>,2:/>C+%U
Ì ÁmfH ;()+(<; ( tA$,-0/k ∈ N∗ U tA$,-0/ G1 = (V1, E1, lab1)
C/G2 = (V2, E2, lab2)
"C%BAM'@.,(""C+L!=/>-1XB"C=/>!+%cS ⊆ 1, . . . , k2
cDC/L(*$'B5@i ∈ 1, 2
cRi : 1, . . . , k → 1, . . . , k
UKN0$'@.+
G1 ×S,R1,R2 G2 = (V,E, lab)h,C%#
V = V1 ∪ V2
cE = E1 ∪ E2 ∪
u, v : u ∈ V1, v ∈ V2, (lab1(u), lab2(v)) ∈ S
C/lab(u) =
R1(lab1(u))
+.-u ∈ V1,
R2(lab2(u))+.-u ∈ V2.
"$# ÌXZ¾%aÉkÈ ;( (;/@CIk ∈ N∗ c ;/@CI MODk
B : a]B :LNLD FHDY?[:]\+^+DNL FH 1+@D_[ba]KH[NL]@Cb?D]>D]1+I \+/KH[iI/KHI
i ∈ 1, . . . , k·i ∈MODk
L/@CIG ∈MODk
D]IH ∈MODk
c BE/[L\+/KH[ I/KHIS ⊆ 1, . . . , k2
R1 : 1, . . . , k →
1, . . . , kD]IR2 : 1, . . . , k → 1, . . . , k
y:?BE/[LG×S,R1,R2 H ∈MODk
;/@CIG
KX1PY?[:]\+^+DQc3BE/[Lmod-wd(G) ≤ k
L]@ D]ILD]KHBED]>D]1+IL]@ @CB D@? @EL]ID KH1 Y?[:]\+^+D]I@BAQKD]IG′ ∈MODk
ID]B AQK+DG
DNL]I@EL/>/[\+^+D G′ LQ:?1`L LDNLA]I@BAQK+D]I*IDNLQc
]>/1`L]I[:?I*@/1mctA$'-7/G′ ∈ MODk
cüC/ +9-tC+9/ B"25C
k6YC 5([email protected]%+9+.-0$'2ý(H$'B"@N1C M'@.,(""C
G′ c,N0$'@.+(H$'B"@ #wE,XB"CL+.$'B"+ö6YC 5([email protected]%+9+.-0$'2t′"C
tcáNV[\C2"+.C&3"N0C5C%+)+.$'&)&IC=/>+ ("@9!%+.C2:/>+ ",2"+
t′-02""B"-7/ B"2
k6g&I$a"B"N0C,U`K$'2"#yNbdf,&)-1N0N1C?"C%+?C%2"+9C%&35N1C%+?"C+?25$ACB""+?("@.!+.C%2:/.+KE,25+N0C%+D+.$,B"+6gC=A("@.C+.+9-1$'2"+"Ct-02""B"-7/DB"2"C"!#%$'&)(H$'+.-7/>-1$,2
k6Y&)$a"B"[email protected]?"C
G′ cEC/ mod-wd(G) ≤ kU
u
tA$'-7/G"[email protected]'CB"@ü&)$A"B5Nb,[email protected]
kc:C/FB52"C"!%#$'&I(H$'+9-0/>-0$'2
k6g&I$a"B"N1,-1@9CG"C
GUaÃ2 #%$'2"+/>@9B"-0/@.!#%B"@9+.-7h'C%&)C%2:/%cº(H$'B"@/>$'B5/
Va ∈ FcZB"2"C
k6YC A("@.C+.+.-0$'2
ta(*$'B5@
G[Va]/.C%N1N0CaB5C+.-
u, v ∈ Va
2"C+.$,2X/?(E+DE,2"+Nb&)%&)C_#%N1,+.+9C_"CVa
cE,N0$'@.+Nô[]!/>-0XB"C/9/>C_"CuC%+9/?"-+º[email protected]/.C"CNô[]!/>-0XB"C/9/>C_"C
vE,25+G(ta)
Umta-|Va| = 1
cta = ·1
UmtA-02"$'2+.$'-7/Vb, Vc ∈ F
/>CN1+XB"CVb ∩ Vc = ∅
C/Vb ∪ Vc = Va
cC/+.$'-7/tbC/tcN0C%+C 5([email protected]%+9+.-0$'2"+(*$,B"@
G[Vb]C=/G[Vc]
U;tA$'-7/S ⊆ 1, . . . , k2
/>C%N<aB5C(i, j) ∈ S+.-C=/+9C%B"N0C%&)C%2:/+.-øN1C++.$'&)&IC=/>+!/.-1XB"C=/>!%+
iE,2"+
Vb
+.$,2X/,°8.,#%C2X/.+,Ba+.$'&)&)C/>+!=/>-1XB"C=/>!+jE,25+
Vc
U+l$'&)&ICVa
C+9/DB"2k6Y&)$a"B"N1CcXC/eXB"CK+.-
u, v ∈ Va
+.$,2X/eE,2"+G"C%BA`#%N1,+.+9C%+e"-+º[email protected]/.C%+c,N0$'@.+4-0N1+4$'2:/I"C%+)!/.-1XB"C/9/>C+ "-+º[email protected]%2:/.C%+%cå$'2Ï(HC%B5/)/>@9$'B5h'C@Rb : 1, . . . , k → 1, . . . , k
C=/Rc : 1, . . . , k → 1, . . . , k
/>CN1+`XB"C^(*$'B5@ />$'BA/u ∈ Vb
!/.-1XB"C=/>!iC=/v ∈ Vc
!/.-1XB"C/.!jc$'2ý
Rb(i) = Rc(j)+9-C/)+.CB"N1C&IC2X/I+.-
uC=/v+.$'2:/IE,2"+)Nbu&)%&)C #%N1,+.+9CL"C
Va
U KN0$'@.+ta = tb ×S,Rb,Rc
tcC+9/?3"-0C%2Nô[]C=A("@9C%+.+9-1$'2"C
G[Va]mh,C%#yN1C+?(5@.$'("@9-1!=/>!%+D5C%&I,2""!C%+%U
l$'&)&IC C=AC&I("N0C,cNô[]C=A("@9C%+9+.-1$,2k+.B5-0h,2:/>C C%+/B"25C26YC=A("@9C%+9+.-1$,2k(H$'B"@N1C
C5
UøC%+dÁ$'2"#/.-1$'25++.$,2X/[email protected]("@.!+.C2X/.!%C+e(E,@åN1CB"@C%25+.C%&3"N1C?"C#%$'B5("N1C+áh,N0C%B"@9+ § -0& ,M,C%+%cC/RI
@9C%("@9!%+9C%2:/>CNbdÁ$'2"#=/>-1$,2-15C%2:/>-7/>!,U
t = ·1 ×(1,1),RI ,RI
((·1 ×(1,2),RI ,RI
·2)×(1,2),(1,2),(2,1),RI(·1 ×(1,2),RI ,RI
·2))
$ 684<,/9 $+ &(*+-,/.)01,32547684,/9 . ,/&(4B%$ $ 6 ! 4 e,4 9 6)N1,@.M'CB"@e&)$A5B"Nb,[email protected] N0C_&I&IC_#$'&)(*$'@/>C&IC2X/Ddf#%Cio4Nb"!#%$'&)(*$,+.-0/.-1$'2 &)$a"B"[email protected]"CNb`N1,@.M,C%B"@_"C #N1-1XB"C4C=/yNb Nb,@9M'C%B5@;KWl CN1N0C4C%+9/y!M:,N1C B«&IÜA-1&B5& "C N1,@.M'CB"@_&)$A"B5Nb,[email protected](E,@9&I-*/>$'B"+N0C%+DM'@.,(""C+?#%,@>#/>[email protected]+9/>-0XB"C%+?,("(",@>,-0+.+.,2:/E,2"+Nb4"!#%$'&)(H$'+.-7/>-1$,2`&I$a"B"N1,-1@9C,U
åÈAÉkÉkÈ3 (;(;/@CIG = (VG, EG)
D]IH = (VH , EH)
FHD]Ke?Y?[:]\+^+DNLQc;/@CIk ∈ N∗ D]I
V ′ ⊆ VGKH1kR>/QF?KHBEDQcW;/@CI
v ∈ V ′ c BE/[L (V ′ \ v) ∪ VH
DNL]I KX1kR>/QF?KXBED
GHv
cåÈAÉkÉkÈ ;( (9;/@CI
G = (VG, EG)D]IH = (VH , EH)
FHD]Ke?'Y?[:]\+^+DNL D]Iv ∈ VG
c BE/[Lmod-wd(GH
v ) ≥ max(mod-wd(G),mod-wd(H))c
]>/1`L]I[:?I*@/1mctA$'-7/k = max(mod-wd(G),mod-wd(H))
U;lN1,-1@9C%&)C%2:/cmod-wd(G H
v ) ≥ kc#@
GC/H+.$'2:/?"C+?+9$'B"+ö6YM'@.,(""C+"C
GHv
UtA$'-0C%2:/
TG
C/TH
"C+ ,@[email protected]%+-12""B5-1+>2X/"C%+45!%#%$,&I(H$'+.-7/>-0$'2"+y(E,@k6Y&)$A"B5N1C%+y"C
GC/[email protected]+.(HC%#=/>-0h,C%&)C%2:/U ,@N1CN0C%&)&IC$x5U 5cºNV[Q,@93"@.C
T$'35/.C%2XBÄC%2 +.B"35+9/>-7/>BE2X/
v(E,@
TH
E,25+TG
C%+/B"2L,@[email protected]"5B"-1+.,2:/DB"2"Cy"!%#$'&)(*$'+9-0/.-1$'2`(",@k6Y&)$a"B"N1C+e"C
GHv
UÃ2$,35/>-0C%2:/ "$'25#uB"2"Cu!%M',N1-7/>!^(H$'B"@ NbkN1,@.M'CB"@ &)$a"B"[email protected]å+.-1&)-1N1,-1@9CPo #%C%N0N1CÆ5$'2"2"!C ,B/>5!%$'@ %&)C$naUTn,R4(H$'B"@DN1Nb,@9M'C%B"@D5Cy#N1-0aB5C,U
: Z¾ÜHÂfÂfÀ"f¾°È () ( ;/@CIG
KH1 Y?[:]\+^+DQcyBE/[Lmod-wd(G) = maxmod-wd(H) : H
DNL]I KX1Y?[:]\+^+D [D\m[NLD]1+I:?I@ <iFWV KH113/D]K!F@C1+ID][a13D$FM:?1`L B :JFHbaN/>\+/L]@CI@/1 >/QF?KHB :?@C[D FHD
G c
KC("N1B5+%c"#$'&I&)CN1Nb,@9M'C%B"@&I$a"B"N1,-1@9CKC%+/?B"2(E,@>& =/>@.C_+9-1&)-1N1,-1@9C-o4N1Nb,@9M'C%B"@"C_#%N0-1XB"C,cNbNb,@9M'C%B5@y&)$a"B"[email protected]+9/43H$'@92"!%CI+.-áC/+9C%B"N0C%&)C%2:/4+9-G#wEaB5C`M'@>(""C #%,@>#/>[email protected]+9/>-0XB"C E2"+N1
k ! 7 / !
"!#%$'&)(*$,+.-0/.-1$'2 C2 #%$,B"(*C+LC+9/^"C«N1,@.M,C%B"@ &)$A5B"Nb,[email protected]Æ3H$'@92"!%CUWYN_C2 C%+/^"CÄ&)%&)CÄ(H$'B"@N1"!#%$'&)(*$,+.-0/.-1$'2I3"-76789$'-12:/%UaÃ_2 (HC%BA/D&I$,2X/[email protected]@("N0B"+("@9!%#-1+.!&IC2:/aB5CE,2"+N1CK#%,+e"B 35-76089$,-12:/$,2 Nb@9C%N1/>-0$'2 +.B"-7h,2:/>C,U"$# ÌXZ¾%aÉkÈ3 ;())(-;/@CI
GKH1 Y?[:]\+^+DQcWBE/[NL
cwd(G) ≤ 4× maxcwd(H) : HDNL]IBED_Y?[7:]\+^+D
a7:?[:>a]I][a@EL]I@BAQKDiFWV KX113/D]K`F@C1+ID][]13D$FHD_B :GFHbaN/>\+/L]@CI*@/1 OQ@CRTSU/@C1+IyFHDG
c
]>/1`L]I[:?I*@/1mc?Ã2ý&)$'2:/>@9C aB5Cmod-wd(G) ≤ 2 × mod-wd(G
v)C/
mod-wd(Gv) ≤ 2 ×
mod-wd(G)U
y¾ÜZÇHÎr°Á* (;/@CIG = (V,E)
KH1PY?[:]\+^+DD]IW ⊆ V
c ;/@CIV ′ KH1 k R>/QF?KHBED$FHD G c BE/[NL V ′
DNL]I KX12kR>/QF?KXBEDiFHD
GW
]>/1`L]I[:?I*@/1mctA$'-7/CB"25C4#%Nb+.+.C45C
V ′ E,25+ G U KN0$'@.+ C ∩W C+9/-02"#%N0B"+E,25+B"2"C #%N1,+.+9C"CV ′ E2"+ GW cEC/
C \WC%+9/?-02"#%N0B"+DE,2"+B"25Cy#Nb,+9+.C"C
GW U
Ã2L$'3A/>-1C2:/"$'2"#-1&)&)!%"-1/>C&IC2X/y¾ÜZÇHÎr°Á* ( ;/@CI
G = (V,E)KH1 Y?[:]\+^+D D]I
W ⊆ Vc @
FDNL]IKH13D FHbaN/>\+/L]@CI@/1
kR
>/QF?KHB :?@C[NDiFHDGy:?BE/[NL
FDNL]I KX13DiFHbaN/>\+/L]@CI*@/1
2kR>/QF?KHB :?@C[D FHD
GW c
y¾ÜZÇHÎr°Á* (y;/@CIG = (V,E)
KX1Y?[:]\+^+D D]Iv ∈ V
cmBE/[Lmod-wd(G) ≤ 2×mod-wd(G
v)c
]>/1`L]I[:?I*@/1mctA$'-7/kNbyNb,@9M'C%B"@å&)$A5B"Nb,[email protected]"C
Gv
= (V \ v, E ′)C/FB52"CK"!#%$'&)(H$'+.-7/>-1$,2
k6g&I$a"B"N1,-1@9C"C
Gv UWtA$,-0/
F ′ = F ∪ V U KN1$,@.+
F ′ C%+/B"25CI"!#%$'&)(H$'+.-7/>-1$,2 k 6Y&)$a"B"[email protected] "CG′ = (V,E ′)
C/?"$'2"#B"25Cy5!%#%$,&I(H$'+.-7/>-0$'22k6g&I$a"B"N1,-1@9C5C
G = G′NG(v) Uy¾ÜZÇHÎr°Á* (y;/@CI
G = (V,E)KX1Y?[:]\+^+D D]I
v ∈ VcmBE/[L
mod-wd(Gv) ≤ 2×mod-wd(G)
c
]>/1`L]I[:?I*@/1mctA$'-7/kN1 Nb,@9M'C%B5@K&)$A"B5Nb,[email protected]
k"C
GC/FB"2"C4"!#%$'&)(*$,+.-0/.-1$'2
k6g&I$a"B"N1,-1@9C"C
GUtA$'-7/
F ′ = X \ v : X ∈ FU!N1$'@9+
F ′ C%+/B52"C"!%#$'&I(H$'+9-0/>-0$'2 k 6Y&)$A"B5Nb,[email protected]?"C G c"C=/"$'25#yB52"C"!%#$'&I(H$'+9-0/>-0$'22k6Y&)$A"B5Nb,[email protected]?"C
Gv
= G− vNG(v) U
N1,@.M'CB"@_&)$A"B5Nb,[email protected]%+9/y"$,2"#),B«(5N1B"+"CBA dÁ$'-1+KNb Nb,@9M'C%B5@_&I$a"B"N1,-1@9C"C
Gv cøC=/"$'25#IB«("N0B"+_"CBA dÁ$'-1+_N0C4& °5-0&B"& "C)Nb`[email protected]'CB"@_&I$a"B"N1,-1@9C"C+M'@>,(5"C%+y#,@.,#/.!%@9-1+9/.-1XB"C+E,25+?N14"!%#$'&I(H$'+9-0/>-0$'2 &)$A"B5Nb,[email protected]
Gv UKC("N1B"+cE+.-
HC%+/KB"2M'@.,(""C#@>,#=/>!%@9-1+/>-1XB"C"CN1"!#%$'&)(*$,+.-0/.-1$'2&)$A5B"Nb,[email protected]_"C
Gv cH,N0$'@.+-1NC 5-0+9/.C B"2^M'@>,(5"C #%,@>#/>[email protected]+9/>-0XB"C
H ′ "CyNb)"!%#$'& 6(H$'+.-7/>-1$,235-76089$,-12:/D"CGcEC/B"2
w ∈ V (H ′)/>C%N0+aB5C
H = H ′wUmK$'2"#[email protected]'CB"@D&I$a"B"N1,-1@9CC%+/,B ("N0B"+
4dÁ$,-1+N0C &IÜA-1&B5& 5C%[email protected]'CB"@.+&)$a"B"[email protected]+"C%+4M'@.,(""C+4#,@.,#/.!%@9-1+9/.-1XB"C+4E,2"+N1"!#%$'&)(*$,+.-0/.-1$'2 35-76089$,-12:/e"C
GU
u
j7d npoNkt^|kGfV_z Kx fô :II oNkt^|kGfg ow' "!#%$'&)(*$,+.-0/.-1$'2
k6Y&)$A5B"Nb,[email protected],#%$,&I&)CNb_"!%#$'&)(*$'+9-0/.-1$'2 C%2I#%N0-1XB"C%+áC/áN1y"!#%$'&)(H$'+.-7/>-1$,2
;KWlKcA+.$'2:/D3E+.!%C+D+.B"@"C%[email protected]"@9C%+eC2"@>,#-12"!+%U5CK(E,@>& =/>@.C?+.-0&I-0Nb,[email protected]/.@.$a"B"-7/G@9!%#C%&)&IC2X/%[email protected]'CB"@D"C@>,25M"c"C%+/?aB",2"o)N0B"-º3E+.!y+.B"@B"2L,@[email protected]_2"$'2C%25@>,#-12"!UÃ2-02:/>@.$a"B"-0@>",2"+#%C=/./>C+9C%#/.-1$'2N1"!%#$'&I(H$'+9-0/>-0$'2k6Y3"-0&I$a"B"N1,-1@9C,cXXB"-C%+/?B"2"CM'!%25!%@>N1-76+>Ü/>-1$,225$'2C%2"@.,#%-02"!"CNb"!#%$'&)(*$,+.-0/.-1$'2
k6Y&)$A5B"Nb,[email protected]
4 . ,& <$^2 Ì ÁmfH ;( ()+(tA$'-7/
k ∈ NC/G = (V,E)
B"2 M'@.,(""CUA?2"C3"-Å6Y(E@9/>-7/>-0$'2V1, V2
"CVC+9/B"2
k.<fÉkøËWpÂfÈ ; "C
G+.-V1
C=/V2
+.$'2:/?"C+k6Y&)$A"B5N1C%+"C
GU
øC%+16Y3"-0&I$a"B"N0C%++.$'2:/åN0C%+Z89$,-12:/>B"@9C%+C/N0C%+<#$6089$,-12:/>B"@9C%+cC=/N1C+
26g3"-1&)$A5B"N1C++9$'2:/"C+#%$'B"(HC%+c"C+#$6Y#$'B"(HC%+$'B"C%+?3"-Å6089$'-02X/%UÃ2 h,C%@9@>E,2"+Nb +9C%#=/>-1$,2 xAUQS #%$,&I&)C%2:/ $'2 (HC%B5/5!%#%-0"C%@C2 /.C%&)("+(*$,N<a2"$'&)-b,N+9-_B"2M'@.,(""Cá(*$,+.+7 "CeB"2
k6Y35-1&)$A"B5N1Cü2"$,2/>@9-0ha-b,NVc%(H$'B"@
kO5A!,U,Ã2h'C@.@.!%M',N1C&IC2X/XB[]B"2"Ce+/>@.B5#/>[email protected]@.C("@.!+.C2X/>,2:/D/>$'B5+eN1C+
k6g3"-1&)$a"B"N1C+å"B M'@>(""CK(HC%BA/D/[email protected]#%,N1#B"N1!CC2`/>C%&)("+e(H$'N7A25$'&I-1,Nôc(*$,B"@
kO5A!,U[Q,@93"@.C[]-12"#N1B"+9-1$'2)"C%+GC%2"+9C%&35N1C%+GdÁ$'@9/.+G[]B"2"C?df,&)-1N1N0Ce(E,@/>-7/>-0h,C25$'B"+5$'2"2"CB"2 &)$H'C%2 "C+9/.$A# KC%@C2k/w-1N1N0CN1-02"[email protected]/.$'B"+ N1C%+yC%25+.C%&3"N1C+"CINb df,&I-0N1N0C,U3-12"+9-åNô[\,@.3"@9CI5C "!#%$'&)(*$,+.-0/.-1$'2&)$A"B5Nb,[email protected])C%+9/ B52"C @.C("@.!+.C%2:/>/>-0$'2 #%$'&)(E,#=/>C "CI/>$'B"+4N0C%+&)$a"B"N1C+[]B"2M'@.,(""Cc,N1$,@.+XB[]-1N(HC%B5/-0N ^C%2 h'$'-0@B"2 2"$'&3"@.CC A(*$'25C%2:/>-0C%N Á(E,@C 5C&I(5N1C(H$'B"@B52ÄM,@>,("5C#%$'&)("N0C/cH/>$'B5+N1C+C%25+.C%&3"N1C+ +.$,2X/I"C+I&)$A5B"N1C+ =Uå[\,@[email protected]"CL5!%#%$,&I(H$'+.-7/>-0$'2 C%2ý#%$'B"(HC%+IC/I3"-76789$'-12:/45$'2"2"CN1C+&)%&)C%+D@.!+.B"N7/w/.+(*$'B5@DN1C%+#$'B"(HC%+C/?N1C+D3"-76789$'-12:/%U df,&I-0N1N0Cy5C%+
k6g3"-1&)$a"B"N1C+2º[\C+9/y(E,+35-76Y(",@9/.-0/>-7h'CcH&I,-0+K-1NC%+/_XBE,2" &)%&)C(*$,+.+.-03"N1C "C+9/.$A# KC%@/>$'B5+?N0C%+
k6Y3"-0&I$a"B"N0C%+eC2LC+.(E,#C (H$'N7A25$'&I-1,NôU
3$ ( ! 4 . ,/&14B $ Ì ÁmfH (;(;(K?2"C ËÌAÍ'HÉkÇHÎr°ÁH
k>VÉ«øË pÂÁÀEf¾°Èu"C
G = (V,E)C%+/4B"2"C`df&I-0N1N1C,@93*$'@9!%C
F+9B"@
V"C
k6Y3"-0&I$a"B"N0C%+%c"/.C%N0N1CyaB5CE,2"+Nô[\,@[email protected]@.C%(5@.!%+9C%2:/wÜ/>-0då5C
FcH#w",XB"C42"$aC%B"+.$,-0/"C"CM'@.!y,B("N0B"+
3U
Ì ÁmfH (;( ;(D ÂfÀ"¾zZÈHp¾VÉ«øË pÂÁÀEf¾°È "CGC+9/_N0C("N0B"+(HC/>-7/
k/.C%NaBº[\-0N<C=A-0+9/>CB"2"C"!#%$'&)(*$,+.-0/.-1$'2
k6Y3"-0&I$a"B"N1,-1@9C"C
GU
Ã2 +>,-7/XB"C#C2"$'&3"@.CC%+9//>$'BÜ89$,B"@.+e5!OE2"-VcA#%,@B52"C(E,@/>-7/>-1$,2V1, V2
C+9/e/.$'BÜ89$'B"@9+eB"2n63"-0&I$a"B"N0C,c'"$,2"#?/.$'B5/GM'@>(""C?C%+9/G"CNb,@9M'C%B"@å3"-0&I$a"B"N1,-1@9Ce,BI("N1B5+
nU5Ã2I2"$,/>C@>
bimod-wd(G)NbN1,@.M,C%B"@D3"-0&I$a"B"N1,-1@9C5CGU2 M'@>,(5"Cå+.C%@."Cá[email protected]'CB"@ø3"-1&)$a"B"[email protected]
k+.-XC/+.CB"N1C&IC2:/<+9-:-1N:C=A-0+9/>CáB"2 ,@[email protected]á2"$'2yC%2"@.,#%-02"!
T/>CN*XB[]-1NEI,-0/GB"2"C3"-¢89C#/.-1$'2)C%2:/>@9C
VC=/eN0C%+GdÁCB"-1N0N1C+á5C
TcAXB"C#wE,XB"C_2"$aC%B5`-12:/>[email protected]"C+.$'-7/á"C"CM'@.!y,B("N1B5+
3c"C=/XB"Cy(H$'B"@D#wE,XB"C ,@9/>C
e"C
TcC1
e , C2e-125"B"-1+9CB"2
k6Y3"-0&I$a"B"N0C,U
кÙfÙôÖÕ%ÙVÓQâ=ÕÕ°ÖHûÜÝæaõâ=Õm÷ÅâÕÜßmÒôÖHÝ>ó=Ö.õ"×\Ö.æXÞ°ÓQØeâß°ò°×\Ö.æAß°Ö ÛàÚ9à_âÕ %û,â=ò°ÒA×QÝßmä9õâ=Øeûâ%æfÓ\ÙVÓQâ=Õåß°Ö9æAÔ=ÒgÝ û°ù°Ö.æÞ°ÓQûÜÝ ÒVÙVÓëæ9ð
+ : +
åÈAÉkÉkÈ ()H;(;/@CIG
KX1JY?[7:]\+^+DQcmBE/[L_B :9B :?[YHD]KH[ OQ@C>/QF?KHB :?@C[D FHDG
DNL]I B :9B :?[*YHD]KX[ OQ@C>/QF?KHRB :?@C[D FHD
Gc
]>/1`L]I[:?I*@/1mc[Q,@93"@.Cu-02""B"-0+>,2:/ N1k6g"!%#$'&I(H$'+9-0/>-0$'2 5C
G-12"5B"-0/ !%M:,N0C%&)C%2:/ B"25C
k6Y5!=6#%$,&I(H$'+.-7/>-0$'2`"C
GUK$'2"#
bimod-wd(G) ≤ bimod-wd(G) ≤ bimod-wd(G)U
"$# ÌXZ¾%aÉkÈ ;() ;( ;/@CIGKX1Y?[7:]\+^+DQcXBE/[L
G: KX13D B :?[YHD]KH[OQ@C>/QF?KHB :?@C[DFHD
1L]@D]I;LD]KHBED]>D]1+I
L]@G
DNL]I KX1PY?[:]\+^+DjaN/>\mBED]I /KPKX1PY?[:]\+^+D LQ:?1`L :?[]IDNLQc]>/1`L]I[:?I*@/1mctAB"("(H$'+9$'2"+eN0C#$'2:/>@>[email protected]$'@9+G",2"+eNV[Q,@93"@.C?"C"!%#$'&I(H$'+9-0/>-0$'2c:B"25C_,@.=/>CK,B&)$'-12"+-02""B"-7/<B"25C89$'-02X/.B"@.Cf+9-12"$,2N1CáM'@.,(""CG2[QB"@>,-7/<(",+<[\,@9/>C =cÜC/ü,B&)$'-125+B"25C#%$Ü6089$'-02X/.B"@.Cf+9-12"$,2)-0N5+9C%@>-0/å#%$,&I("N0C/ =U $'2"#N1CDM'@.,(""C2[]C%+/á(E,+å#%$'252"C=AC?C/å+.$,2I#$'&I(5N1!%&)C%2:/>,-1@9C2[]C%+/(E+#%$,2"2"C=ACcH#$'2:/>@.,"-1#=/>-0$'2UÃ2h,$'-0/?XB"CyNô[\,@.3"@9C_"Cy"!%#$'&I(H$'+9-0/>-0$'2 C%2#%$,B"(*C+º[\B"2LM'@>(""C"-1+/w,25#%C"!%@9!%"-7/w,[email protected]_2"$,B"+"$'252"C_"-1@9C%#=/>C%&)C%2:/DB52"C"!%#$'&I(H$'+9-0/>-0$'2 -02""B"-0+>,2:/DB52"C_Nb,@9M'C%B5@3"-0&I$a"B"N1,-1@9C?5C
2U5WYNºC%2 C%+/"C&)%&)C_(*$'B5@DN1C%+D#$6Y#$'B"(HC%+?C/N0C%+3"-76789$'-12:/%U
"$# ÌXZ¾%aÉkÈ ;() &(;/@CIG
KX1 Y?[:]\+^+DQcG
:GKX13DB :?[*YHD]KX[OQ@C>/QF?KXB :?@C[DAFHD2L]@D]IyLD]KXBED]>D]1+IL]@
GDNL]IKX1Y?[:]\+^+D F?@EL]I:?1KaND^+][7F?@CI:?@C[NDWBED aN/>\mBE]>D]1+I FWV KX1Y?[:]\+^+DF?@EL]I:?1KaND^+][7F?@CI:?@C[ND_/KKX1
Y?[:]\+^+D LQ:?1`LC5
I:?KH[ND7:?K YHD]> D]I(aN/RYHD]> @C1mF?KH@CIc]>/1`L]I[:?I*@/1mctA-
GC%+9/B52«M'@.,(""C"-1+/w,2"#C "!%@9!%"-7/w,[email protected],cHN1C4#$'&)("N1!&IC2X/K[]B"2«M,@>,("5C4"-1+ö6/w2"#%C5!%@.!"-0/>,-1@9C$'BuB52uM'@>,(5"C+>2"+
C5
c*/>,B"@9C,Bc*M'C%& C/#$6YM,C%& -12"5B"-0/%cº,N0$'@.+GC+9/_#$'&46("N />C&IC2:/D"!%#$'&)(*$'+.,3"N0CK(E,@GB"2"C_"C+e"!#%$'&)(*$,+.-0/.-1$'25++.B5-0h,2:/>C+ 5"!#%$'&)(H$'+.-7/>-1$,2 C%2 #$'B"(HC%+c"!#%$'&)(*$,+.-0/.-1$'2 C2 #%$Ü6Y#%$,B"(*C+%cX$'BI"!%#$'&I(H$'+9-0/>-0$'2 3"-76789$'-12:/%U ,25+G/>$,B"+GN0C%+á#,+cX+.$'-7/
TNô[\,@.3"@9C"C"!#%$'&)(*$,+.-0/.-1$'2ºUÃ2u#%$,2"+9/[email protected]"-7/_B"2Ä,@[email protected]
T ′ C%2Ä°89$,B5/w,2:/_5C%+y,@.=/>C+ o`Nô[\,@.3"@9C T (*$'B5@+.!(E,@.C@N1C+?h,$'-1+9-12"+?"C+2"$aC%B""+"C5C%M'@9!+.B5(*[email protected]"@ o3cE/w2X/XB[]-1NC%2^C A-1+9/.C,U $'BA/>C%+N1C+K,@9/.C%+K-02:/>@.$Ü6"B"-7/>C+_-12""B5-1+.C2:/_B"2"C #%$,B"(*Cc#%$Ü6Y#%$,B"(*C4$,Bu3"-76789$'-12:/cH#@/>$'B"+_N0C%+25$ACB""+E,2"+_NV[[email protected]"@9C
T+9$'2:/"!M'!%2"!@.!+%U K$'2"#Nô[\,@93"@.C
T ′ -125"B"-0/eB"2"C 26Y5!%#%$,&I(H$'+.-7/>-0$'2 "C
GU
G?C& @.XB"$'2"+XB"C +.-V1, V2
C%+/ B52"C2(",@9/.-0/>-0$'2Æ"C
GC=/yaB5C
V1
C=/V2
2"C +.$'2:/y(E,+"C+&)$A"B5N1C%+cü,N0$'@.+V1, V2
C+9/)C=A#%N0B"+.-7h'C&IC2X/)+9$'-0/4B52"C#%$'B"(HC,c<+.$'-7/ B"2"C #%$Ü6Y#%$,B"(*Cc+.$'-7/4B"23"-Å689$'-02X/%U*Ã_2Æ,("(HC%N1N0C%@.)B"25C#%$'B5(*C ("@.$'([email protected]"C#$'B"(HCXB"-2º[\C+9/_2"-B"2"C#%$6g#%$'B"(HC,cH2"-B"2Æ3"-Å6089$'-02:/UKC&)%&)C_B"2"C#%$6g#%$'B5(*C("@9$'("@.C+9C%@> B"2"C#$6Y#$'B"(HCyXB"-ø2º[\C+9/?2"-øB"2"C#$'B"(HC,cZ2"-B"23"-Å6089$'-02X/%c5C=/B"23"-76789$'-12:/("@.$'([email protected]%+/B52L3"-Å6089$'-02:/DXB"-ø2[]C%+9/?2"-øB52"C#%$'B"(HC,cE25-øB"2"C#%$6g#%$'B5(*CU
tAB"("(H$'+9$'2"+XB"CGC%+/B"2«M'@>(""C)"CIN1,@.M,C%B"@_3"-0&I$a"B"N1,-1@9C
2aB5-G2[]C%+/(",+ ",2"+B52"CI5C%+#%N1,+.+9C%+#%-7/>!C%+%U
le,+9WYNGC 5-0+9/.C`B"2"C ,@.=/>Ce5C
TXB"--02""B"-7/yB"2 3"-Å6089$'-02X/y("@9$'("@9C,U l$'&I&)C
G2[]C%+/(E+B"2M'@>,(5"CÆ+>2"+
C5
cå/w,B"@9C,BºcM'C& C=/`#%$Ü6YM'C& -02""B"-7/cá,N1$,@.+)-1N?C=A-1+/>CÆB"25Cu,@.=/>CfXB"-2[\-02""B"-7/(E,+B"23"-76789$'-12:/%U
le,+'U0gf-12""B5-0/ B"25CÄ#$'B"(HC ("@.$,("@.CUtA,2"+(*C@9/.CÄ5CÄM,!%2"!@>,N0-0/>!c
C1e ⊆ C1
f
UtA$'-0/V1 = C1
e
cV2 = C2
e \ C2f
C=/V3 = C2
f
UKN0$'@.+V1 ∪ V2, V3
C+9/ B"2"C)#%$'B"(HC("@9$'("@.Ccº"$,2"#-0NC A-1+9/.Cv ∈ V3
/>C%NXB"CN(v) ⊆ V3
c*C=/V1, V2 ∪ V3
C%+/_B"23"-Å6089$'-02X/("@.$,("@.CcE"$'2"#/.$'B5/+.$,&I&)C/D5CV1 ∪ V2
,B&I$,-12"+eB52h,$'-1+9-12 E2"+V3Ul$'2:/>@.,"-1#=/>-0$'2U
u
le,+'UTnGf-12""B5-0/DB"25Cy#$6Y#$'B"(HC("@.$,("@.CUml$'&I(5N1!%&)C%2:/>,-1@9CK"B#,+'U7'U
le,+-nJWYNá2º[\C 5-0+9/.CIB"25C`,@9/>Ce5C
TaB5-á-02""B"-7/B"2k35-76089$,-12:/("@.$,("@.CUWl$'&I&)C
G2[]C%+9/2"-åB"2M'@>,(5"C^"-0+9/>,2"#%C"!@.!%5-0/[email protected]å2"-N1C#%$'&)("N1!&IC2:/Iº[\B"2 M'@>,(5"CL5!%@.!"-0/>,-1@9C,cå-1NDC A-1+9/.C"C%BA ,@.=/>C+
eC/f/>CNXB"C
e-125"B"-0/ B"2"C #%$'B"(HC`("@9$'("@9C`C/
f-12"5B"-1+9C B"2"C #%$6g#%$'B"(HC("@.$'([email protected],U`t5,25+e(*C@9/.CK"CM'!%2"!@>,N0-0/.!,c
C1e ⊆ C1
f
U!ta$'-0/V1 = C1
e
cV2 = C2
e \C2f
C=/V3 = C2
f
UKN1$,@.+
V1, V2∪V3C%+9/üB"2"CD#%$,B"(*C("@.$'([email protected],c"$'2"#-1NXC=A-1+/>C
u ∈ V1
/.C%N5XB"CN(u) ⊆ V1
c,C=/V1∪V2, V3
C+9/B"2"C?#%$6g#%$'B"(HC?("@.$'([email protected],ca"$'25#-0NEC=A-1+/>Cv ∈ V3
/>CN*XB"CV1 ∪V2 ⊆ N(v)
Ul$'2:/>@>"-1#=/>-1$,2U
l$'2:/>@.,-1@9C%&)C%2:/goÆNb^N1,@.M,C%B"@&)$a"B"[email protected]$'2ÏÆ"$'2"# B"25C #,@.,#/.!%@.-0+>/.-1$'2 5C%+4M'@.,(""C+4"[email protected]'CB"@D3"-1&)$a"B"[email protected],B("N0B"+2UZÃ2(*CB5/[email protected]& ,@9XB"C%@XB"CN1C
C5
2[\C2df-0/(E,+D(",@9/.-1C,U $ 684<,/9 $+ #$ 1 . ,& (4 $'$ 6 #$ ( &($ 9 "$# ÌXZ¾%aÉkÈ ;(*)>;;(-;/@CI
GKH1PY?[7:]\+^+DQc3BE/[NL
mod-wd(G) ≤ bimod-wd(G) ≤ 2mod-wd(G) c]>/1`L]I[:?I*@/1mctA$'-7/
F ′ B"2"C^"!%#$'&I(H$'+9-0/>-0$'2 k 6Y35-1&)$A"B5Nb,[email protected] "C G cáC/ v ∈ VU KN0$'@.+
F =V ′ : v 6∈ V ′ C=/ V, V \ V ′ ∈ F
∪ V, v
C%+/B52"C"!%#$'&I(H$'+9-0/>-0$'2k6g&I$a"B"N1,-1@9C5C D4U
tA$'-7/FB"25CI"!#%$'&)(H$'+.-7/>-1$,2
k6Y&)$A5B"Nb,[email protected]
GUKN1$,@.+
F ′ =V ′, V \ V ′ : V ∈ F
C%+/B"2"C"!#%$'&)(H$'+.-7/>-1$,22k6g3"-1&)$a"B"[email protected]?"C
G(",@N1C_N1C&I&)C_x5U\S5U
: Z¾ÜHÂfÂfÀ"f¾°È ;()< (;/@CIG
KH1 Y?[:]\+^+DQc3BE/[LNLC-wd(G) ≤ cwd(G) ≤ 2× bimod-wd(G)
D]Ibimod-wd(G) ≤ 2NLC-wd(G) ≤ 2cwd(G) c
"$# ÌXZ¾%aÉkÈ ;(*)? (-;/@CIG
KH1PY?[7:]\+^+DQc3BE/[NLrwd(G) ≤ bimod-wd(G) ≤ 2rwd(G) c
]>/1`L]I[:?I*@/1mc[Q,@93"@.C -02""B"-0+>,2:/Nbk6Y"!#%$'&)(H$'+.-7/>-1$,2u"C
G-12"5B"-0/!M:,N1C&IC2:/B"2"C Nb,@9M'C%B5@"C@>2"M "C
kcE#@DB"2
k6Y3"-0&I$a"B"N0C B"2@>,2"M)[\,B("N1B5+
kU
tA$'-7/B"2"Cá3"-76g(E,@9/.-0/.-1$'2V1, V2
"Cå@>2"MlUtA$,-0/
V2 = v1, . . . , v|V2|UN1$'@9+ø-1N'C A-1+9/.C
lh'C%#=/>CB"@.+"C
U1, . . . , Ul
"C/w,-0N1N0C|V2|
/.C%N1+IXB"CÆ(H$'B"@I/.$'B5/u ∈ V1
cGN0CLh'C#/.C%B"@(a1, . . . , a|V2|)
C+9/`B52"C#%$,&3"-12",-1+9$'2 N0-12"!%,-1@9C?5C%+Ui
cA$ai = 1
+9-vi ∈ N(u)
c0+9-12"$,2U5WYN_`B`("N1B5+
2l#$'&3"-02E,-0+.$'2"+N1-02"[email protected]+_"C%+
Ui
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V1
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k6Y35-1&)$A"B5N1C%+[]B"2 M,@>,("5C?C2)/.C%&)("+á(*$'N7a2"$'&)-b,NVcÜ(H$'B"@åB"2
kO5A!,UHKC?("N1B5+%c:$'2 h'C@.@>yXB"C?/.$'B"+åN1C+
k6Y&)$A5B"N1C+C/
k6Y3"-0&I$a"B"N0C%+(HC%BAh'C%2:/K/>@9C+9/>$a# K,!+C2LC+.(E#%Cy(*$'N7a2"$'&)-b,N$f(H$'B"@
kO5A! U
F
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F = (X1, X2, EF )B"2 M,@>,("5C35-1(E,@/>-eC=/
G = (V,E)B"2 M'@.,(""CU2Ä#%$,B"("N1C
(V1, V2)/.C%NXB"C
V1, V2+9$'-0/B52"C 3"-76g(E,@9/.-0/.-1$'2L"C
VC+9/yB"2"C
F>ÇÀ"¾m°r°fHÏ"C
G+%[]-1NGC=A-1+/>C B"25C`dÁ$'2"#/.-1$'2f : V → X1 ∪ X2
/>CN1N0C XB"C∀i ∈ 1, 2
c∀v ∈ Vi
cf(v) ∈ Xi
cüC=/∀(u, v) ∈ (V1, V2)
cu, v ∈ E ⇐⇒ f(u), f(v) ∈ EF
UÃ2 h'$'-7/df,#-1N1C&IC2:/XB[]-1NG+%[\,M'-0/ []B"2"C M'!2"!%@.,N1-0+>/.-1$'2Ä"B &)$A5B"N1C f(H$'B"@
F = F1
=c"C`N1#%$,B"(*C Á(*$'B5@F = F2
c"C/?"B3"-Å6089$'-02X/ f(H$'B"@F = F3
=U
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F = (X, Y, E)h'C#
|X| ≤ kC=/|Y | ≤ k
cA/.C%NXB"C(V1, V2)
+.$'-7/DB"2"CF6Y(E@9/>-7/>-0$'2UHKC_&)%&)C,c
V ′C%+/KB52k6g&I$a"B"N0C+.-C/+.CB"N1C&IC2X/+.--0NøC=A-1+/>CyB"2^M'@.,(""Cy3"-0(E,@9/.-
F = (X, Y, E)h,C%#
|X| ≤ kC/|Y | ≤ 2k
c5/>CNøaB5C(V ′, V \ V ′)
+.$'-7/B"2"CF6g(E,@/>-0/.-1$'2ºU
,W476" . $ 01, (T68 , $ 19$F 0 # 684<684<,/9
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Gch'C#
F6gOA5!UøCu2"$'&3"@9Cu"C%+
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Gce&I,-0+$'2 h,C%@9@>kXB"C^/.$'B5/.C%+`N0C%+
F6g(E,@9/.-0/.-1$'2"+ (HC%B5h,C%2://[email protected]+9/>$a# K,!C%+ E2"+`B"2"CL+9/[email protected]"#=/>B"@9CÆ"C^/>,-1N0N1C(H$'N<a2"$'&)-bN1C,U
y¾ÜZÇHÎr°Á* ;() ;($;/@CIF = (X, Y, EF )
ID]B AQK V @CBD@? @EL]IDx ∈ X
D]Ix′ ∈ X
x 6= x′
AD]IN(x) = N(x′)
cBE/[L(V1, V2)
DNL]IKH13DFRE\`:?[aI*@CI@/1 FHD
GL]@AD]I LD]KXBED]>D]1+I L]@D]BCBED DNL]I$KX13D
(F − x)RE\`:?[]I@CI@/1 FHD
Gc
K$'2"#c5+.,2"+e(HC%@/>C"CKM'!%2"!@>,N0-0/.!,cX$'2`+9CN1-0&I-7/>C%@.,BAIM'@>(""C%+3"-1(E@9/>-0+á/.C%N0+XB"CN0Ch'$,-1+.-02E,M'C"C"CBA+.$'&)&)C/>+D5-*!%@.C2:/>+?,("(E@9/>C2E,2:/-o4Nb&)%&)C_#%Nb+.+.C+9$'-0/D/.$'BÜ89$'B"@9+"-*!%@9C%2:/U Ì ÁmfH ;( ;(E;( tA$'-0/
F = (X, Y, EF )UHÃ2L"-0/XB"C
(V1, V2)C%+9/B"2"C
F>ÇÀ"¾m°r°Á*ýǾ°ZǾ°È"C
G+9-
(V1, V2)C+9/KB"2"C
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u ∈ X ∪ YcV1, V2
2[]C%+/_(E,+B"2"CF − x
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F ′ "C F /.C%NXB"C(V1, V2)
+.$,-0/DB"25CF ′ 6g(E,@9/.-0/.-1$'2`(5@.$'("@9C,UÃ2^O5AC
F = (X, Y, EF )B52ÆM'@>(""Cy3"-1(E@9/>-Vc"/>CNXB"C (*$'B5@?/.$'B5/
x, x′ ∈ XcN(x) 6= N(x′)C/(*$'B5@/>$'BA/
y, y′ ∈ YcN(y) 6= N(y′)
Uta$'-0/X = x1, . . . , xk
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U #wE,XB"C+9$'&)&IC=/"C
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Y#%$'@[email protected]+.(H$'2"B"2"Cy#%Nb+.+.Cy"C
V1
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u
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′k, y
′1, . . . , y
′l ∈ V
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1, . . . , l, x′i, y′j ∈ E ⇐⇒ xi, yj ∈ EF
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V i1 = x′i
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2 = y′i U
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1
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C/?B"2"C(E,@9&I-ºN1C%+#Nb,+9+.C%+"CV2
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V2
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C+9/Nb#Nb,+9+.C"C%+M'@.,(""C+#$'&)("N1!&IC2X/>,-1@9C%+e5C%+"-1+/w,25#%C%+"!@.!"-0/>,-1@9C%+%c§GTT,FT,TA,FA
C%+9/?N1 #Nb,+9+.C"C+?M,@>,("5C%++>,25+C5c"/>,B"@9C,Bc5M'C%& C=/?#%$6gM'C%& -12""B5-0/cC/?"$,2"#+.$'2:/?"CNb,@9M'C%B5@e"C#%N0-1XB"C3*$,@.2"!C,U
"$# ÌXZ¾%aÉkÈ (E;;(y8;:Ja]B :LNLD /?OQID]1+KD \`:?[BEDNL D@? ID]1`L]@/1`L:SU/KHI FWV KH1GL/>A>D]IFH/>A@C1m:?1+IqD]I :SU/KHI FWV KH1ZL/>A>D]I\+D]1mFM:?1+I @a+V DNL]I F?@C[D9B : a]B :LNLD
GPV,DVDNL]IFHD9B :?[*YHD]KH[g>/QF?KHB :?@C[D
13/1qO]/[a13NDD]IDNL]I FHDiB :?[*YHD]KH[iFHD a]B @BAQKD_13/1qO]/[a13ND?c]>/1`L]I[:?I*@/1mctAB"("(H$'+9$'2"+?Nô[]-12:h'C@.+.CUmtA$'-7/
[email protected]'CB"@D&I$a"B"N1,-1@9CK"CN1#%Nb+.+.CU
tA$'-7/s > 2k
C/G+.$,-0/Gs = (V,E)
N1CM'@.,(""C?+.B5-0h,2:/UV(*CB5/=/>@9C(E@9/>-7/>-0$'2"2"!C%2IB"2"C?#%N0-1XB"C
U = u1, . . . , uscøC/
nC2"+.C&3"N0C%+
Pi = vi,1, . . . , vi,s-02""B"-0+>,2:/B"2«#w"C%&)-12
(vi,1, . . . , vi,s)U
lE,XB"Cul
C%+/I,Ü8.,#C%2:/JoÆ/.$'B"+)N1C%+vi,j
h,C%#i ∈ 1, . . . , s
C/j ∈ 1, . . . , l
UGs
2[\Ä(E+[\,B5/[email protected]%+?,@9/.C%+%U
" ¢¡Z£ "£¦§ øCM'@>(""CG3U
$'B5@ü/>$'B5/ncGs
C+9/",2"+Nb#%Nb+.+.CGPV,DV
UWYN"(HC%B5/=/>@9CD#%$'2"+/>@9B"-0/o(E,@9/.-1@[\B524C%2"+9C%&3"N0C+9/>,3"N0Ce"C/>,-1N0N1Csc,C%2 m89$'B5/w2X/ü+.B"##%C%+9+.-7h'C%&)C%2:/GB"24+.$,&I&)C/<"$'&)-12E,2:/C/
n+.$'&)&)C/>+<(*C2"E,2:/>+U
tA$'-7/FB"25C"!#%$'&)(*$,+.-0/.-1$'2
k6g&I$a"B"N1,-1@9C"C
Gs
U;ta$'-0/Va, Vb, Vc ∈ F
h'C%#Va = Vb ∪ Vc
C=/Vb ∩ Vc = ∅
c5/.C%N0+DaB5CVa
#%$'2:/.-1C%252"CB"2Pl
c"C/?XB"CVb
C/Vc
25Cy#$'2:/>-0C%2"2"C2:/K(E+Pl
Uy¾ÜZÇHÎr°Á* (
|U \ Va| ≤ kD]I|U ∩ Va| > k
c]>/1`L]I[:?I*@/1mctA-á"C%BAk+.$,&I&)C/.+
vl,i
C/vl,j
"CPl
+.$'2:/",2"+N1L&)%&)CI#Nb,+9+.CI"CVa
c<,N0$'@.+/>$,B"+N1C%+D+9$'&)&IC=/>+um
cZmh,C%#m ∈ i, . . . , j − 1
cE+9$'2:/?E,2"+Va
cE#,@-0N1+e"-0+9/.-12"M'B5C%2:/vl,i
C/vl,j
UtA$'-7/
a ∈ 1, . . . , s/>CNGXB"C
ui 6∈ Va
UWKN0$'@.+-0Ná2º[kL(E+"CI#%Nb+.+.CI"CVa
/>CN1N1C)XB"CVa ∩
ul,1, . . . , ul,a 6= ∅C/Va ∩ ul,a+1, . . . , ul,s 6= ∅
UtAB"("(H$'+9$'2"+`XB"C
|U \ Va| > kcáC=/ +9$'-0/
a1 < a2 < . . . < ak+1
/.C%N0+IXB"CÆ(H$'B"@ />$,B5/i ∈
1, . . . , k + 1cuai6∈ Va
U;tA$'-0/a0 = 0
C=/ak+2 = s
U3N1$'@9+K(H$'B"@K/.$'B5/i, j ∈ 0, 1, . . . , k + 1
ci 6= j
c,B"#B"2½+9$'&)&IC=/ "Cuai+1, uai+2, . . . , uai+1
2[]C%+9/E2"+ Nb &)%&)C^#Nb,+9+.C "C
Va
XB"Cuai
, uai+1, . . . , uai+1U3l$'&)&IC(H$'B"@/.$'B5/
i ∈ 0, 1, . . . , kcai+1 > ai
Á2"$,/>C XB"Cak+1
(HC%BA//[email protected]!%M',Noak+2
=cVa
,B5@>,-7/+9/>@9-1#=/>C%&)C%2:/("N0B"+"Ck#%N1,+.+9C%+%U l$'2:/.@>,"-0#/.-1$'2U
u
y¾ÜZÇHÎr°Á* (i/KX[jaN^`:[AQK+Dr ∈ 1, . . . , s
Pr ∩ Va 6= ∅
c]>/1`L]I[:?I*@/1mctAB"("(H$'+9$'2"+_XB[]-1N<C A-1+9/.C
r/.C%NaB5C
Pr ∩ Va = ∅U KN1$,@.+K#w",XB"C4+.$'&)&)C/",2"+
U ∩Va
+9C%@.,-0/åE2"+GB52"CK#Nb,+9+.C"-*!%@9C%2:/>CU!l$,2X/.@>,5-1#/.-1$'2 #%,@å-1NR),B"@.,-0/áBI&)$'-125+k+1
#%N1,+.+9C%+E,25+Va
U+K$'2"#(H$'B"@#wE,XB"Cr ∈ 1, . . . , s
cPr ∩ Va 6= ∅
Uy¾ÜZÇHÎr°Á* ( =]BM`:G:?KP>/@C1`L
k + 1 Pi
AQKH@ L/1+I@C1Ka]B KML FM:?1`LVa
c]>/1`L]I[:?I*@/1mctAB"("(H$'+9$'2"+D&I,-12:/>C2E,2:/GaBº[\-0N_ ,-0/G("N0B"+e"C
k+ 1 Pi
XB"-*2"C+9$'2:/D(E,+eC2:/>-E @.C 6&)C%2:/K-02"#%N0B"+E,2"+Va
UZWYN-,B"@.,-0/5$'2"# ,B^&)$'-125+DB"2"Cy#%Nb+.+.CyE,25+Va
(*$'B5@?#w",#%B"2^"C #C%+Pi
c(H$'B"@N0C%+G+.$'&)&IC=/>+,Ü8.,#C%2:/>+B52`+.$'&)&)C/e",2"+Pi \ Va
U!l$'2:/>@.,"-1#=/>-0$'2 #%,@Va
B"@>,-7/(5N1B"+G"Ck#%N1,+.+9C%+%UZWYN-),BL(5N1B"+
k Pi
aB5-25C +9$'2:/K(E+?C2:/>-E @.C&IC2X/-125#%N1B5+DE,2"+Va
cEC/?"$,2"# -0NK),B&)$'-12"+k + 1 Pi
XB"-+.$'2:/?-12"#N1B"+D",2"+Va
U;$'B5+_,@.@9-0h,$'2"+?& ,-02:/>C%2",2:/_oIB52"C#%$,2X/.@>,5-1#/.-1$'2ºU,@K25$,/>@9C#w"$'-ÅL"C
Va
cVb
C/Vc
c*,B"#B"2Pi
2[]C%+/C2X/.-E @.C%&)C%2:/ -12"#N1B"+E2"+Vb
$,BVc
UWYNk"$'25#I("N0B"+"Ck + 1 Pi
aB5-á(HC%BAh'C%2://>@9C(E,@/>-7/>-1$,2"2"!%C+C2Pi ∩ Vb, Pi ∩ Vc
UAWYN5 4,B`&)$'-125+B"2"CK#%Nb+.+.C_",2"+Vb
(*$'B5@e#wE,#B"2"C#%C+Pi
cX(*$'B5@áN0C%+á+.$'&)&)C/>+á,°8.,#%C2X/.+ oB"2 +9$'&)&IC=/G",2"+Pi∩Vc
UHK$'2"#Vb
y,B &)$'-125+k+1
#%N1,+.+9C,Ul$'2:/>@.,"-0#/>-0$'2UÏ# 6Y"!#%$'&)(*$,+.-0/.-1$'2 "!%#$'&I(H$'+9CÄ#$'&)("NE =/>C%&)C%2:/N1 #%Nb+.+.C
GPV,DVce"$'25#ÄN1 #%Nb+.+.C "C+M'@.,(""C+L#$'&I(5NE /.C%&)C%2:/"!#%$'&)(*$,+>,3"N0C%+(E,@#C/./.C "!%#$'&I(H$'+9-0/>-0$'2 B"2"CÄNb,@9M'C%B"@ 5CÄ#N1-0aB5C2"$'2k3*$'@92"!%CUlC#%-GC%+9/(E,@9/.-1#B"N1- %@.C&IC2:/ -02:/>!%@9C%+9+>,2:/c#,@y#%C 2[\C+9/4N0CI#%,+º[Q,B5#%B"2"C "C%+4B5/>@9C"!#%$'&)(*$,+.-0/.-1$'25+e!/.B""-1!C%+E,25+#Cy&)!%&)$'[email protected],U
tA$'-7/O ⊆ TT,FT,PV,TA,FA,CV, IV,DV
U ta$'-0/G ′O
N1dÁC@.&)C/>[email protected] 5!%@.!"-0/>,-1@9C "CGOf#[\C+9/[email protected]ô[]C%2"+9C%&35N1C"C+eM'@.,(""C+DaB5-º+.$,2X/e"C%+D+9$'B"+6gM'@>(""C-02""B"-7/[]B"2M'@.,(""CE,2"+GO
=U4Nb,@9M'C%B"@D5Cy#N1-0aB5C_"CNb#%N1,+.+9CG ′O
C%+/N14Nb,@9M'C%B"@"C#%N1-0XB"C_"CGOU
tA$'-7/o ∈ TT,FT,PV,TA,FA,CV, IV,DV
U5Ã2 "-7/XB[]B"2"CK#%Nb+.+.C"CKM,@>,("5C%+C+9/+9/w3"N1C(E,@o+9-/>$'BA/>CN1C+DC=a/>C2"+.-0$'2"+
o[]B"2M'@>,(5"CE,2"+Nb#Nb,+9+.CC%+/K",2"+Nb#Nb,+9+.C,UÃ2L(HC%B5/df,[email protected]%+$'3"+9C%@h,Ü/>-1$,2"+D+.B"-7h,2:/>C%+
Î%ÈX¾m¿"À5°ÁH (McGPV,TT,FT,IV = GPV,TT FT
cHcGTT,FT,TA,FA,IV,DV = GTT FT,TA,FA
clC_XB"-ºh'CB5/?"-1@9CKXB"C_+9-$'2°89$'BA/>C_B"2 +9$'&I&)C/-1+9$'N1!oB"2M'@>,(5"C"-0+9/w2"#%C_"!@.!"-0/>,-1@9C,ca$'2)/.$'BÜ89$'B5@.+KB52^M'@.,(""C "-1+/w,2"#C"!@.!"-0/>,-1@9C,cEC/K+.-$'2u°89$,B5/>CyB"2Æ+9$'&I&)C/-1+9$'N1!$'BLB"2Æ+9$'&I&)C/"$'&)-12",2:/o4B"2L#$'M'@.,(""CcE$'2L$,35/>-0C%2:/B"2#%$'M'@.,(""CU
Î%ÈX¾m¿"À5°ÁH (;/@CIO ⊆ TT,FT,PV,TA,FA,CV, IV,DV
cMci@
PV ∈ OD]I
TA ∈ Oy:?BE/[L
G ′ODNL]IL]I:MOQBED\`:?[
DVc
Hci@PV ∈ O
D]IFA ∈ O
y:?BE/[NLG ′O
DNL]I L]I:MOQBED \`:?[DV
c4 ci@
PV ∈ OD]I
CV ∈ Oy:?BE/[L
G ′ODNL]IL]I:MOQBED \`:?[
DVc
@u ] V m m
tA-H$'2 m89$'B5/>CB"2 +9$'&)&IC=/u(*C2"E,2:/oyB"2 +9$'&)&IC=/G5B M'@.,(""Cca(5B"-1+áB"2`+9$'&I&)C/
v(*C2"E,2:/
ovc<C=/4C%2AOE2 B"2 ha@>,-Üdf,BAk,2:/.-76089B5&IC%,B
wovcü,N0$'@.+
w+.C%@.u,Ü8.,#C%2:/goL/.$'B"+N0C%++9$'&)&IC=/>+[]$'@.-0M'-125Cf"C?&I&IC+9-
wC+9/eB52 +.$,&I&)C/G,2:/>-Å6Y(HC%2"",2:/)=UHl$,&I&)CNb_#%N1,+.+9C
G ′OC+9/e5!%@.!"-0/>,-1@9C,cC%N0N1CC+9/"$'2"#+/w,3"N0C_(E,@DNV[\$'(H!%@./>-0$'2
DVUøCKdf,-0/G[\,B5/.$'@.-0+.C%@GC%2 ("N0B"+NV[\C a/>C%25+.-1$,2
TAcFA
$'BCV
C2`("N0B"+e"C+eC=a/>C2"+.-0$'2"+TTcFT
C/PV
2"$'B"+"$'252"C 5$'2"#B"2"C#%N1,+.+9C"CNb,@9M'C%B"@"C#%N1-0XB"C_2"$'23*$,@.2"!C,U Î%ÈX¾m¿"À5°ÁH ( ;/@CI
O ⊆ TT,FT,PV,TA,FA,CV, IV,DVID]BKAQK+D
TT,FT,PV ⊆ OD]I
GOL/@CIKH13D L]K\+D][aRYa]B :LNLD \m[/N\m[ND FHDNLY?[:]\+^+DNLiF?@EL]I:?1KaNDNL^+][N7F?@CI:?@C[DNLQc3BE/[L
GODNL]IyFHD B :?[*YHD]KX[
FHDja]B @BAQK+Di13/1qO]/[a13NDQcKCy&I&IC$,2^G
Î%ÈX¾m¿"À5°ÁH ( ;/@CIO ⊆ TT,FT,PV,TA,FA,CV, IV,DV
ID]B3AQKDTT,FT,CV ⊆ OD]I
GOL/@CIyKH13D L]K\+D][aRYa]B :LNLD\m[N/N\m[DFHD B :fa]B :LNLDAFHDNL Y?[:]\+^+DNL aN/>\mBE]>D]1+I:?@C[NDNL$FHDNLF?@EL]I:?1KaNDNL
^+][7F?@CI:?@C[DNLQc;BE/[LGO
DNL]IyFHDiB :?[*YHD]KX[iFHD a]B @BAQK+D 13/1 O]/[a13NDQc Î%ÈX¾m¿"À5°ÁH ( ;/@CI
O ⊆ TT,FT,PV,TA,FA,CV, IV,DVID]B#AQKD
TT,FT,TA,FA ⊆O
D]IGO
L/@CIKX13D L]K\+D][aRYa]B :LNLD \m[/N\m[NDFHDNLY?[:]\+^+DNL_LQ:?1`LC5
I:?KX[D7:?K YHD]> D]I1aN/RYHD]> @C1mF?KX@CIcBE/[L
GODNL]IyFHDiB :?[*YHD]KH[ FHDja]B @BAQKD_13/1 O]/[]13NDQc
øC%+e+9C%B"N0C%+#Nb,+9+.C+"CM'@>,(5"C%+G"CKN1,@.M'CB"@á"CK#N1-1XB"C?3H$'@.2"!C,ca"!O"2"-1C+(E,@á"C+eC=a/>C2"+.-0$'2"+G"C+.$,&I&)C/.+y5$'2"2"!C%+%c+.$,2X/ "$'25#I"C+ +9$'B"+ö6Y#%N1,+.+9C%+ "C%+yM'@>(""C%+y"-0+9/w2"#%C+ "!@.!"-0/>,-1@9C%+%cø5CIN0C%B"@9+#%$,&I("N0!%&)C%2:/>+c"C/?"C+M'@>,(5"C%+?+>,25+C5
c"/w,B"@9C,Bºc"M'C%& C/?#%$6gM'C%& -12""B5-0/U
øC/>@>h,-0N("@9!%+9C%2:/>!)(E,@/w,-7/"CNV[\-0"!%C[\BA/>-1N0-1+9C%@KB52"C4"!%#$'&)(*$'+9-0/.-1$'2L(*$'B5@@.!+.$'B"[email protected] C )#°6#%C&IC2:/B"2 ("@.$'35NE %&)C,UHWYNü!=/w,-7/-125-0/>-1,N1C&IC2:/(H$'@/>!4+.B5@_Nb "!#%$'&)(H$'+.-7/>-1$,2^&)$A"B5Nb,[email protected],cZ("B5-1++9B"@"-+º[email protected]%2:/.C%+?M'!%2"!@>,N0-1+./>-0$'2"+C=/?C%25OE2+.B5@?N14"!%#$'&I(H$'+9-0/>-0$'2`C2L#N1-1XB"C+%U;$'B5+`h'$'25+`&I$,2X/.@.!#%$'&)&)C%2:/ N1Ä5!%#%$,&I(H$'+.-7/>-0$'2ý&)$a"B"[email protected] (*CB5/`+9C%@9ha-0@ (H$'B"@)@.!%+9$'B""@9C#%C@9/>,-12"+("@.$'35NE %&)C%+ />C%N0+XB"C 132 "$45>+-)>4 2 c - 1 #0+86 39,)> !)üc 2 "$#&9> 1 @ +
98+-)>: 9> "$45.45"J+8:GU7U7U;$'B5+2"$'B"+_+9$'&)&IC+K+.C@9ha-ü"C4#C/9/>C4"!#%$'&)(*$,+.-0/.-1$'2L(*$,B"@$'35/.C%2"-0@K"C+,N0M'$'@.-7/>"&)C%+IN1-02"!,[email protected]+`(*$,B"@N1C%+("@9$'3"N %&)C%+ !"$#&%'*)'+3#0%,c68%'4 :.øc 6 2 % 2 9>+ )>4 2 C=/@ + 9,)>4;)>4 2 68%,4 :.+9B"@ N1C+M'@>(""C%+ +.,2"+
P5
C/ M,C%& -02""B"-7/U;$'B"+ h,$'2"+ C%2"+9B"-0/.C`df,-0/N1C />@>h,-0N+9B"@_Nb`"!#%$'&)(H$'+.-7/>-1$,2^C%2 #$'B"(HC%+%cø5$'& -12"C aB5-ü2[\(",+_+.$'BAh'C%2:/y!/.!4/>@>-0/>!D89B"+.XB[uo("@9!%+.C2:/UlCNbL^,3H$'B5/.-áC2 (E,@/>-0#%B"N0-1C%@ oB"2 ,N0M'$'@9-0/>5&IC(H$'B"@y#N1#%B5N1C%@yB"2"CI#%$'N0$'@>Ü/>-1$,2Ä&)-125-76&B"&[]B"24M'@.,(""CeC24B5/>-0N1-0+>,2:/+>"!#%$'&)(*$,+.-0/.-1$'2yC%2 #$'B"(HC%+%Ue25OE2 2"$'B"+ümh,$'2"+&)$'2:/>@9!eXB[\B52"C2"$'BAh'C%N0N1CD#Nb,+9+.CD"C("@9$'3"NE &IC+ü"C(E,@/>-7/>-1$,2"2"C%&)C%2:/%c"!=OE2"-0+.+>3"N1C+áC2 N1$'M'-0XB"Ce&)$'2E,"-0XB"Ce"B)+.C 6#%$,2"L$,@."@9C,cE(HC%B5h,C%2:/=/>@.Cy@.!+.$'N0B"+C%2/>C&I("+(H$'N<a2"$,&I-1,N*+9B"@?N1C%+DM,@>,("5C%+?"CNb,@9M'C%B"@D5Cy#N1-0aB5C3H$'@.2"!C,UKB (H$'-02X/)"C haB"C/>"!$'@.-0aB5C,c2"$'B5+ h'$,2"+`h,2"#!LE2"+INV[\!=/>B"5C5CLN1 5!%#%$,&I(H$'+.-7/>-0$'2 3"-7689$'-02X/%cAB52"C2"$'BAh'C%N0N1CM,!%2"!@>,N0-1+>Ü/>-1$,2 "CN1"!#%$'&)(*$,+.-0/.-1$'2)&)$A"B5Nb,[email protected],U<;?$'B"+Dh'$,2"+ehaB#$'&)&IC2X/#%C=/./.Cy5!%#%$,&I(H$'+.-7/>-0$'2 (*CB5/+.C@9ha-1@E2"+N1C#%,+"C%+M'@.,(""C+?+.,2"+M'C& C/?#%$Ü6YM'C& -125"B"-0/%UR25OE2ºc2"$'B5+^h'$,2"+L5!OE2"-y"CBA2"$'B5h,C%N0N1C%+M'!2"!%@.,N1-0+>/.-1$'2"+cN0C%+"!%#$'&I(H$'+9-0/>-0$'2"+
k6Y&)$A"B5Nb,[email protected]^C=/
k63"-0&I$a"B"N1,-1@9C,cXC/?&)$'2:/>@.!_B52"C+.-1&)-1N0-0/.B""Ch,C%#yNb"!#%$'&)(*$,+.-0/.-1$'2 C2L#N1-0aB5C%+%U
Ã2 ("@9!%+9C%2:/>Cá& -12:/>C2E,2:/øXB"C%N0XB"C%+"-1@9C%#=/>-1$,2"+ø"Cå@.C#w"C%@9#w"C,c :,2:/(*$,B"@ø$'3a89C#/>-7d5º[Q,(5(*$'@/>C@"C2"$'BAh'C%N0N1C+?#$'2"2E-1+.+.,2"#C%+?E,2"+N1C_+9BÜ89C/%UWYNG+9C%&35N1C)aB5C`N1C+ M'!2"!%@.,N1-0+>/.-1$'25+y5C Nb"!#%$'&)(*$,+.-0/.-1$'2Ä&)$A"B5Nb,[email protected]+9C`@>,(5("@.$a#w"C%2:/"C N1"!#%$'&)(*$,+.-0/.-1$'2C2Æ#%N0-1XB"C%+U lC%(HC%2"E2X/KB"2"C "-*!%@9C%2"#CydÁ$'25E,&)C%2:/w,N0C"CN1 5!%#%$,&I(H$'+.-7/>-0$'2C%2#%N0-1XB"C+ C+9/XB[]C%N0N1C 2[]C%+/4(E,+yB"2"-0aB5C,c,N1$'@9+aB5C N1C+ 5!%#%$,&I(H$'+.-7/>-0$'2 &I$a"B"N1,-1@9C,cºC2 #%$,B"(*C+C=/3"-Å6089$'-02X/GN1C+.$'2:/%U+lK[]C%+9/?B"+.+9-N1C#,+D(H$'B"@GNb"!#%$'&)(H$'+.-7/>-1$,2 ;KWlKck6Y&)$a"B"[email protected]
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