hal.inria.fr · hal id: inria-00070335 submitted on 19 may 2006 hal is a multi-disciplinary open...

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HAL Id: inria-00070335 https://hal.inria.fr/inria-00070335 Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination of sci- entific research documents, whether they are pub- lished or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignement et de recherche français ou étrangers, des laboratoires publics ou privés. Combining Data Structures with Nonstably Infinite Theories using Many-Sorted Logic Silvio Ranise, Christophe Ringeissen, Calogero Zarba To cite this version: Silvio Ranise, Christophe Ringeissen, Calogero Zarba. Combining Data Structures with Nonstably Infinite Theories using Many-Sorted Logic. [Research Report] RR-5678, INRIA. 2005, pp.39. inria- 00070335

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Page 1: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

HAL Id: inria-00070335https://hal.inria.fr/inria-00070335

Submitted on 19 May 2006

HAL is a multi-disciplinary open accessarchive for the deposit and dissemination of sci-entific research documents, whether they are pub-lished or not. The documents may come fromteaching and research institutions in France orabroad, or from public or private research centers.

L’archive ouverte pluridisciplinaire HAL, estdestinée au dépôt et à la diffusion de documentsscientifiques de niveau recherche, publiés ou non,émanant des établissements d’enseignement et derecherche français ou étrangers, des laboratoirespublics ou privés.

Combining Data Structures with Nonstably InfiniteTheories using Many-Sorted Logic

Silvio Ranise, Christophe Ringeissen, Calogero Zarba

To cite this version:Silvio Ranise, Christophe Ringeissen, Calogero Zarba. Combining Data Structures with NonstablyInfinite Theories using Many-Sorted Logic. [Research Report] RR-5678, INRIA. 2005, pp.39. inria-00070335

Page 2: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

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INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE

Combining Data Structures with Nonstably InfiniteTheories using Many-Sorted Logic

Silvio Ranise — Christophe Ringeissen — Calogero Zarba

N° 5678

Septembre 2005

Page 3: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination
Page 4: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

Unité de recherche INRIA LorraineLORIA, Technopôle de Nancy-Brabois, Campus scientifique,

615, rue du Jardin Botanique, BP 101, 54602 Villers-Lès-Nancy (France)Téléphone : +33 3 83 59 30 00 — Télécopie : +33 3 83 27 83 19

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(Σ,B) = TheoryΣ1(Φ1)⊕ TheoryΣ2(Φ2)

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cRy|XqtstmËj¥% É ¡É C É )(

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Page 13: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

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AXÊ 8 Å Ê Å É ¡É C É cRmΓ1 ∪ ψ2

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ÃpryVc|r_σ ∈ S

¤|X*­qvcRmV =

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EpX9cnukw8st r|XqvcR*nc£ycRq®|Xm-svpr*lE = Eσ ⊆ Vσ × Vσ | σ ∈ S

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|X* © c¨prw8m-~8w8m)m-_*cVnprrz±w8*Rm-svpr Γ1 ∪ ψ2 ∪ arr (V,E)¥

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Tset

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Page 15: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

B '! ( !"!<'.6

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¤ © cV_|n c |Aelem| ≥ 2¤|

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.

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ö %¦ÕYÖ *)ÚÜgáàXäXÑÞÛ¹ÑØÕKä6Õ%8Ú %¦ßXäõ±Û¹ÑØÕKäwitness set

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x, y ∈ vars(Φ1) ∩ vars(Φ2) *

% É ¡É C É & )( Ti

Σi $56'* !"$ $

ΣF1 ∩ ΣF

2 = ∅'

ΣP1 ∩ ΣP

2 = ∅

' i = 1, 2 * !E!>$ T2

! ')+1#$ "! 6LS = ΣS

1 ∩ ΣS2 *

) ! /)CΓ1 ∪ Γ2E " 7' )+1 ') ! !. '61 ' ' )C

ψ2 = witnessT2(Γ2) *

')) *)

Vσ = varsσ(ψ2) '6($

σ ∈ SL )

V =⋃

σ∈S Vσ *24$5 $5 '))H'# '6

@') 0 * Γ1 ∪ Γ2

!(T1 ⊕ T2) !!- ()

* 24$5 '!!> ' ) *E

@') " )H '!

E = Eσ ⊆ Vσ × Vσ | σ ∈ S ,

!"$3$ Γ1∪ arr(V,E)

!T1 !!- () '

ψ2∪ arr(V,E)!T2 ! !- () *

5:: 1 ⇒ 2K¥Î6ll-w8bdcm-_|Xm

Γ1 ∪ Γ2svl

(T1 ⊕ T2)¢Ál|Xm-svl$³|Xo8qvc¥ cRm

v = vars(ψ2) \vars(Γ2)

¥Fekst*ncΓ2

|X*(∃v)ψ2

|XycT2¢Ácnugw8st |XqvcRgm¤\stmV§prqtqvp © lVm-_|Xm Γ1 ∪ ψ2

svl|Xqvlp(T1⊕T2)

¢Ál|Xm-svl$³|Xo8qvc¥^`_gw*lº¤ © c¡|X¨³8·V| (T1⊕T2)¢¹stkmcRy-~8ycRm|Xm-svpr

Al|Xm-svl$§j0st8

Γ1∪ψ2¥

¯6cK·Tm¤TqvcRmE = Eσ | σ ∈ S

© _*cRyc

Eσ = (x, y) | x, y ∈ Vσ|X*

xA = yA ,Ãpry

σ ∈ S .

¶j¨npr*lm-y-w*Rm-svpr¤ © c¶_|n cµm-_|Xm Γ1∪arr(V,E)svlT1¢ÁlY|Xm-svl$³|Xo8qvcµ|X*

ψ2∪arr(V,E)svlT2¢Ál|Xm-svl$³|Xo8qvc¥

2 ⇒ 1

K¥ cRmAocF|

T1¢¹stgmcRy-~8ycRm|Xm-svpr l|Xm-svl$§jkst8

Γ1 ∪ arr (V,E)¤`|X*½qvcRm

BocF|

T2¢¹stgmcRy-~8ycRm|Xm-svpr£l|Xm-svl$§j0st8

ψ2∪arr (V,E)¥¶ekst*nc

T2svl\³*8stmcRqtj © stm-*cnll|Xo8qvc¤ © c|X

|rll-w8bdc © stm-_*prw8mqvpllpX\cR*cRy|XqtstmÁj£m-_|Xm Bσ = V Bσ

¤TÃpry)c|r_σ ∈ S

¥

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Page 17: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

B '! ( !"!<'.6

^`_gw*l¤TÃpry)c|r_σ ∈ S

¤ © c9_| c

|Bσ| = |VBσ |

l-st*ncBσ = V B

σ

= |V Aσ |

l-st*nc¸o3prm-_A|X*Bl|Xm-svl$§j

arr (V,E)

≤ |Aσ|l-st*nc

V Aσ ⊆ Aσ .

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T2¢¹stkmcRy-~8ycRm|Xm-svpr

Cl|Xm-svl$§j0st8

ψ2 ∪ arr(V,E)l-w*_ m-_|Xm

|Cσ| = |Aσ|¤§pryc|r_

σ ∈ S¥ I­c²|X«m-_*cRycKÃpryc=|X~8~8qtj

^`_*cnprycRb BÍmpA|X*

C¤µpro8m|Xst8st8ªm-_*c¾cK·0svl-mcR*nc¾pX9|

(T1 ⊕ T2)¢¹stgmcRy-~8ycRm|Xm-svpr

FlY|Xm-svl$Aj0st8Γ1 ∪ ψ2 ∪ arr (V,E)

¥dekst*ncΓ2

|X*(∃v)ψ2

|XycT2¢Ácnugw8st |XqvcRgm¤NstmÃprqtqvp © l

m-_|XmF|XqvlplY|Xm-svl$³cnl

Γ1 ∪ Γ2¥

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Ti

E Σi $6'* i = 1, 2 *

!E!$

$5 '0 - 6 !!- )+* )C Ti

! 6 () ' i = 1, 2 ΣF

1 ∩ ΣF2 = ∅

' ΣP

1 ∩ ΣP2 = ∅

T2 ! ) 1#$ 6! 6.

ΣS1 ∩ ΣS

2 *24$ $ 5' - ! !- () * 6() ! () *

' 6 F $5 '0 - &!!- )+* ()C!> T1' T2

' &NP

witnessT2

! ' 5() ')+*'' 7') 4$ $5 5' - ! !- ()+* ()C T1 ⊕ T2

!NP ' ) 1 *

5:: ¶qvc|Xy-qtj¤Xm-_*c¡8cnRsv*|Xo8stqtstmËj¨pXTm-_*cugw|Xkm-s¦³cRy$¢ÃAycnc¶l|Xm-svl$³|Xo8stqtstmÁj9~8ypro8qvcRb pXT1⊕T2Ãprqtqvp © l)ogjx¡ypr~3pl-stm-svpr BU|X*=m-_*c¹|rRmm-_|Xm)prw8y)nprbVo8st|Xm-svprbdcRm-_*pk=svl`mcRy-bst|Xm-st8*¥

µpr*ncRy-8st8NP

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T1 ⊕ T2¤Tm-_*cR © c¨|X¾|Xqvlpdlprqt c¸~8ypr~pl-stm-svpr|Xql|Xm-svl-³|Xo8stqtstmÁj¥

µpr*ncRy-8st8bdcRbo3cRyl-_8st~stNP

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T1|X*pX

T2|Xycst

NP¤|X*m-_|Xm

witnessT2

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¢Ál|Xm-svl$³|Xo8stqtstmËj­pX)nprrz±w8*Rm-svpr*lpX(Σ1 ∪ Σ2)

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T1 ⊕· · · ⊕ Tn

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ÅkÉ Å )( n ≥ 2

' ) Ti

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S =⋃

i6=j(ΣSi ∩ ΣS

j ) * !E!>$

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j ) =⋂

i ΣSi

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j = ∅'

ΣPi ∩ ΣP

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Ti

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' 1 ≤ i ≤ n

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n = 2 © c£|X|X~8~8qtj«prw8ynprbo8st|Xm-svprbdcRm-_*p0 mp

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T1 ⊕ T2¤T3¤´¥n¥n¥n¤

Tn¥

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S|Xo3c¶nprbVo8st*cn

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Toc­|

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S ⊆ ΣS ¤¸|X* qvcRmϕoc­|

T¢Ál|Xm-svl$³|Xo8qvc

ukw|Xgm-s¦³cRy$¢Ã§ycncΣ¢ÃÃpry-bVw8q®|T¥I­c8cR*prmc © stm-_ mincardT,S(ϕ)

m-_*cbst8stbw8bpX`m-_*c§prq¦¢qvp © st8lcRm)pX!|XyTst|Xqkw8bVocRyl.K

(

maxσ∈S|Aσ|

)

| A |=T ϕ

.

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Page 19: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

B '! ( !"!<'.6

²Å ª8 cRmToc |

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l~3cnRm[mpS¥ ^`_*cR¤§pry¬cR cRy-j

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ϕ¤ © c»_|n c

mincardT,S(ϕ) ∈ N+ ¥

-£Å C É ' Å º cRmΣoc|Vl-st|Xm-w8yc¤gqvcRm

S ⊆ ΣS oc|VlcRmpXlpry-ml¤0|X*qvcRm

Toc¨|

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mincard T,Ssvl)nprb~8w8m|Xo8qvc¥

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T 3!"$(* $6'* #$ "! 6 !

S !'! * 24$5

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n∧

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σi ) .

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T¢Ácnugw8st |XqvcRgm¤ © _*cRyc w = vars(ψ) \ vars(ϕ)

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A|rl`Ãprqtqvp © l K

(wσi )B =

aσi ,

s¦i ≤ kσ ,

aσ1 ,

s¦i > kσ .

¶w8mm-_*cR¤ © cV|XF8cK³**c| © stm-*cnll`§w8*Rm-svpr£Ãpry T ogj=qvcRm-m-st8witness(ϕ) = ψ

¥

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Page 20: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

"!#$%&'!()+*,".-/01324$56'7! Bº

% É ¡É C É )( Σ

!H ' )CS ⊆ ΣS !. !'! ' )

T

Σ $56'* * !"!" $

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! - 1 ! 6 () $6# $5$5

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T 01 7' '& T

! ')+1#$ "! 6 S *

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ΣS = S¤stm¨Ãprqtqvp © lm-_|Xm¤§pryc|r_

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σ ∈ S¤ © c9_| c ϕB = false

¥^`_*cRycK§pryc¤mincard T,S(ϕ) = k

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¤Ãpry|Xqtq

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mincard T,S(ϕ) ≤ n¥

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¤ © cpro8m|Xst mincardT,S(ϕ) = n¥

I¿_*cR ∣

∣ΣS∣

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Page 21: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

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N, A |=T ϕ

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kO, Å

n

N Å Î ~8ypkncnTw8yc¸Ãpry)nprb~8w8m-st8mincard T,σ

¥

¸+$k,

-£Å C É ^`_*c 3 4:;5 : 4 8 / 3 © stm-_»l-st|Xm-w8yc Σsvl¨m-_*cm-_*cnpry-j

TΣ≈ =

〈Σ,A〉¤ © _*cRyc

Asvlm-_*c¨Rq®|rll)pX!|Xqtq

Σ¢Álm-y-w*Rm-w8ycnl¥

% #+ +% É ¡É C É )(

Σ 3 !"C ' ' )

τ ∈ ΣS * ) ! )CΓ

!!- ()CE'.'A !

Σ ) 16') ! ) A

Σ 01 7' ! ! *' Γ

' )Cκ >

|Aτ | *24$5 $5 '!!Σ 01 6 B ! ! *' Γ

!"$ $

|Bσ| =

κ , σ = τ ,

|Aσ| ,$"#! *

5:: cRm Vσ = varsσ(Γ)¤§pry

σ ∈ ΣS ¤¡|X* qvcRm V =⋃

σ∈ΣS Vσ¥ I­c²npr*l-m-y-w*Rmd|

Σ¢¹stkmcRy-~8ycRm|Xm-svpr

Bp cRy

V|rl`Ãprqtqvp © l¥¼s¦·F|lcRm A′ l-w*_Fm-_|Xm |Aτ ∪A

′| = κ¤|X*£qvcRm

Bσ =

Aτ ∪A′ ,

s¦σ = τ ,

Aσ ,prm-_*cRy © svlc ,

|X*

xB = xA ,§pryc|r_F |Xy-s®|Xo8qvc

x ∈ V .9Á«pry8cRymp[8cK³**c

Bp cRym-_*cljkbo3prqvlst

Σ¤³8·«|X«cRqvcRbdcRkm

aσ0

stAσ¤Ãpryc|r_

σ ∈ ΣS ¥!^`_*cR¤ © c9qvcRm.K

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"!#$%&'!()+*,".-/01324$56'7! B

§pry`§w8*Rm-svpr¾l-j0bVoprqvl f pX¡|Xy-stmÁj σ1 × · · · × σn → σK

fB(a1, . . . , an) =

fA(a1, . . . , an) ,s¦a1 ∈ Aσ1

, . . . , an ∈ Aσn,

aσ0 ,

prm-_*cRy © svlc , §pry~8ycnTsv|Xmcl-j0bVoprqvl p pX!|Xy-stmËj σ1 × · · · × σn

K

(a1, . . . , an) ∈ pB ⇐⇒ a1 ∈ Aσ1, . . . , an ∈ Aσn

|X*(a1, . . . , an) ∈ pA .

¶j[npr*l-m-y-w*Rm-svpr¤Bsvl¨|

TΣ≈

¢¹stkmcRy-~8ycRm|Xm-svpr«l-w*_¬m-_|Xm|Bτ | = κ

|X*|Bσ| = |Aσ|

¤Ãpry

σ 6= τ¥¡¯6cK·0m¤ © c¨l-_*p © m-_|Xm

Bl|Xm-svl-³cnl|XqtqqtstmcRy|Xqvl)st

Γ¥

C Å X!C É Å ËÉ x = y

Êx 6= y

9ÁbbdcnTs®|Xmc¥

C Å X!C É Å ÁÉ x = f(y1, . . . , yn)

È Å ÅfA É Æ [ É ! É 8C Æ

σ1 × · · · × σn → σ I­c9_| cK

xB = xA

= fA(

yA1 , . . . , yAn

)

= fB(

yB1 , . . . , yBn

) l-st*nc (

yA1 , . . . , yAn

)

∈ Aσ1× · · · ×Aσn

.

C Å X!C É Å ÁÉ p(y1, . . . , yn)

ʬp(y1, . . . , yn)

È Å ÅpA= Å ÊAT Å

Æ É ! É 8 C Æσ1×· · ·×σn

w*l-m¶pro*lcRy- cm-_|Xm¤gl-st*nc (

yA1 , . . . , yAn

)

∈ Aσ1×· · ·×

Aσn

¤ © c9_|n cVm-_|Xm (yA1 , . . . , yAn ) ∈ pA

s (yB1 , . . . , y

Bn ) ∈ pB

¥

% É ¡É C É & É´É Å '&6 $ !"C ' Σ/' ' '* ' *!

!'!S ⊆ ΣS $5>$56'*

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! !.$ #$ "! S *

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'* ' # ' ( #+ + ' ' C NÅ É Î © stm-*cnllU§w8*Rm-svpr witness≈

ÃpryTΣ≈

|X o3c[8cK³**cn |rlÃprq¦¢qvp © l¥>I¿stm-_*prw8m¨qvpll9pX¶cR*cRy|XqtstmÁj¤NqvcRm

Γo3cd|²nprrz$w8*Rm-svprªpX |Xm

Σ¢¹qtstmcRy|Xqvl¨l-w*_¬m-_|Xm

varsσ(Γ) 6= ∅¤0Ãpry)c|r_[lpry-m

σ ∈ S¥!^`_*cR © c¨l-stb~8qtj²qvcRm witness≈(Γ) = Γ

¥% É ¡É C É )(

Γ 3 " 7' !

Σ )+1 ) ! ' ) S ⊆ ΣS * !"!"

$5varsσ(Γ) 6= ∅

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Page 23: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

'! ( !"!<'.6

* Γ! !!- () *

* 24$5 !! Σ 01 7' A ! ! *' Γ

!"$ $5Aσ = [varsσ(Γ)]A

'6 $ !'σ ∈ S *

5:: 2⇒ 1K¥/9ËbbdcnTs®|Xmc¥

1⇒ 2

K¥ cRmVσ = varsσ(Γ)

¤§pryσ ∈ ΣS ¤r|X*VqvcRm V =

σ∈ΣS Vσ¥\ekst*nc

ΓsvlNl|Xm-svl$³|Xo8qvc¤

m-_*cRyccK·Tsvl-mlV|Σ¢¹stkmcRy-~8ycRm|Xm-svpr

Bl|Xm-svl$§jkst8

Γ¥I­c © stqtq!w*lc Γ

st­pry8cRy¨mp£npr*l-m-y-w*Rm|XFpr~8~pry-m-w8*c

TΣ≈

¢¹stgmcRy-~8ycRm|Xm-svprA¥

¼*pryσ ∈ S

¤8cR*prmc © stm-_ ∼σm-_*ccnukw8st r|XqvcR*ncycRq®|Xm-svpr¬p cRy¸m-_*c

Σ¢¹mcRy-bdl¸p cRy

VpX

lpry-mσ¤8cK³**cn­okj

s ∼σ ts sB = tB

¥39Á¬m-_*cÃprqtqvp © st8*¤ © c © y-stmc ∼ st­~8q®|rncdpX∼σ© _*cR¾m-_*c9lpry-m σ svl)Rqvc|Xy§yprb m-_*c¨nprgmcK·Tm¥

¯cK·Tm¤0qvcRmTσ

ocm-_*c¸lcRmpXNmcRy-bdlpXlpry-mσm-_|XmpknRw8y`st

Γ¥ 9ÁÃpry`|lpry-m

σ © c¸_|n cTσ = ∅

¤8³8·£|§ycnl-_£ |Xy-s®|Xo8qvcxσ

0

pX\lpry-mσ¥

cRmAocµm-_*c

Σ¢¹stgmcRy-~8ycRm|Xm-svpr²p cRy

V|X*m-_*c` r|Xy-s®|Xo8qvcnl

xσ0

npr*l-m-y-w*RmcnU|rl\Ãprqtqvp © lº¥¼styl-m¤ © c9qvcRm

Aσ =

Tσ/ ∼ ,s¦Tσ 6= ∅ ,

[xσ0 ]∼ ,

prm-_*cRy © svlc .|X*

xA = [x]∼ ,Ãpryc|r_F |Xy-s®|Xo8qvc

x .

9Á«pry8cRymp8cK³**cAp cRym-_*cl-jkbo3prqvlst

Σ¤³8· |X»cRqvcRbdcRgm

aσ0

stAσ¤Ãpryc|r_

σ ∈ ΣS ¥!^`_*cR¤ © c9qvcRm.K

§pry`§w8*Rm-svpr¾l-j0bVoprqvl f pX¡|Xy-stmÁj σ1 × · · · × σn → σK

fA([t1]∼, . . . , [tn]∼) =

[f(t1, . . . , tn)]∼ ,s¦f(t1, . . . , tn) ∈ Tσ ,

aσ0 ,

prm-_*cRy © svlc ,

§pry~8ycnTsv|Xmcl-j0bVoprqvl p pX!|Xy-stmËj σ1 × · · · × σnK

([t1]∼, . . . , [tn]∼) ∈ pA ⇐⇒(

tB1 , . . . , tBn

)

∈ pB .

¯prmcm-_|XmAsvl¨| © cRqtq¦¢Á8cK³**cn Σ

¢¹stgmcRy-~8ycRm|Xm-svpr¤\|X*¬m-_|XmAσ = [varsσ(Γ)]A

¤Ãpryc|r_¾lpry-m

σ ∈ S¥!¯6cK·Tm¤ © c¨l-_*p © m-_|Xm

Al|Xm-svl$³cnl|Xqtq´qtstmcRy|Xqvlst

Γ¥

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Page 24: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

"!#$%&'!()+*,".-/01324$56'7! 5B

C Å X!C É Å ËÉ x = y

Êx 6= y

9ÁbbdcnTs®|Xmc¥

C Å X!C É Å ÁÉ x = f(y1, . . . , yn)

È Å ÅfA É Æ [ É ! É 8C Æ

σ1 × · · · × σn → σ I­c9_| cK

xA = [x]∼

= [f(y1, . . . , yn)]∼

= fA([y1]∼, . . . , [yn]∼)l-st*nc

f(y1, . . . , yn) ∈ Tσ

= fA(

yA1 , . . . , yAn

)

.

C Å X!C É Å ÁÉ p(y1, . . . , yn)

ʬp(y1, . . . , yn)

È Å ÅpA= Å ÊAT Å

Æ É ! É 8 ® Æσ1 × · · · × σn

w*l-mpro*lcRy- c9m-_|Xm.K(

yB1 , . . . , yBn

)

∈ pB ⇐⇒ ([y1]∼, . . . , [yn]∼) ∈ pA

⇐⇒(

yA1 , . . . , yAn

)

∈ pA .

% É ¡É C É ' ® ÅÈ C NÅ 8 ! C Æ ' $&!H ' Σ ' '* ' *

!. !'!S ⊆ ΣS $5>$56"*

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Σ3' ' '* ' * !. !'!

S ⊆ ΣS $5>$56'*TΣ≈

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5:: µj=x!ypr~3plstm-svpr*l|X*FT¥

;= 8

cRmAo3c|²*pr*cRb~8mËjÍlcRm¥VÎ )+!

xp cRy

Asvl¨|lcnugw*cR*nc

〈a1, . . . , an〉¤ © _*cRyc n ≥ 0|X*

a1, . . . , an ⊆ A¥I­c98cR*prmc © stm-_ A∗ m-_*c¨lcRm)pX\qtsvl-ml)p cRy A ¥^`_*cm-_*cnpry-jpXqtsvl-mlTlist

_|rl9|Ulst|Xm-w8ycΣlist

nprkm|Xst8st8¾|lpry-melem

Ãpry6cRqvcRbdcRkml|X*|lpry-m

list§pry)qtsvlmlpX\cRqvcRbdcRkml¤*~8qtw*lm-_*c6§prqtqvp © st8l-j0bVoprqvl.K

m-_*c¨npr*l-m|Xkml-j0bVoprq nil¤8pX!lpry-m

list

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Page 25: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

'! ( !"!<'.6

car¤8pX¡|Xy-stmÁj

list→ elem

cdr¤8pX¡|Xy-stmÁj

list→ list

cons¤8pX¡|Xy-stmÁj

elem× list→ list¥

-£Å C É Î 3(8;1 8;5 list . /1 3 45"765"4,38 3"/:1 A svl`|Σlist

¢¹stgmcRy-~8ycRm|Xm-svprFlY|Xm-svl$¢§j0st8m-_*c6§prqtqvp © st8npr*Tstm-svpr*l.K

Alist = (Aelem)∗

nilA = 〈〉

carA(〈e1, . . . , en〉) = e1¤0Ãpry)c|r_

n > 0|X*

e1, . . . , en ∈ Aelem

cdrA(〈e1, . . . , en〉) = 〈e2, . . . , en〉¤8§pry)c|r_

n > 0|X*

e1, . . . , en ∈ Aelem

consA(e, 〈e1, . . . , en〉) = 〈e, e1, . . . , en〉¤g§pry¶c|r_

n ≥ 0|X*

e, e1, . . . , en ∈ Aelem

¥^`_*c 3 46:5 : /3 svlm-_*c¡~|Xsty Tlist = 〈Σlist,A〉

¤ © _*cRycAsvlm-_*c¶Rq®|rllpX|Xqtqkl-m|X**|Xy

list¢Ál-m-y-w*Rm-w8ycnlº¥

% #+ +% É ¡É C É )(

A

Tlist 01 7'A!! *F E'.'Γ

!

Σlist )+16') ! L' !5$ $ Aelem

! - 1 * 24$5 $5 ' !! Tlist 01 7' B!! *F Γ

!5$ $ |Belem| = κ

'>6($ ' ')40 κ > |Aelem| *

5:: cRm Vσ = varsσ(Γ)¤§pry

σ ∈ elem, list¥ I­cnpr*l-m-y-w*Rm9|

Tlist

¢¹stgmcRy-~8ycRm|Xm-svprBp cRy

Velem ∪ Vlist

|rl`Ãprqtqvp © l¥¼s¦·F|lcRm A′ l-w*_Fm-_|Xm |Aelem ∪A′| = κ

¤|X*=qvcRm

Belem = Aelem ∪A′ ,

|X*

eB = eA ,§pry)c|r_

elem¢¹ r|Xy-s®|Xo8qvc

e ∈ Velem ,

xB = xA ,§pry)c|r_

list¢¹ r|Xy-s®|Xo8qvc

x ∈ Vlist .

¶j=npr*l-m-y-w*Rm-svpr¤Bsvl|

Tlist

¢¹stkmcRy-~8ycRm|Xm-svpr[l-w*_Fm-_|Xm|Belem| = κ

¥hprycnpº cRy¤*stm)svlm-y-st 0s®|Xqmp_*cn D£m-_|Xm

BlY|Xm-svl$³cnl|XqtqqtstmcRy|Xqvlst

Γ¥

% É ¡É C É ' É´É Å 24$5 $5 '"*Tlist

! !.$3#$ "! 6 elem *

5:: µj=x!ypr~3plstm-svpr*lBBV|X*FT¥

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Page 26: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

"!#$%&'!()+*,".-/01324$56'7!

' ' )9(' ; +9ËFpry8cRymp~8ypº c¨m-_|Xmm-_*c9m-_*cnpry-j

Tlist

svl³*8stmcRqtj © stm-*cnll|Xo8qvc © stm-_Fycnl~3cnRm)mp elem ¤© c © stqtqw*lc¸m-_*c|XwT·0stqts®|Xy-jAw8*Rm-svpr*l compress|X*

δ¥

st cRx ∈ A∗ |X* X ⊆ A

¤m-_*c¨Aw8*Rm-svprcompress

ycRm-w8y-*lm-_*cVqtsvl-mpro8m|Xst*cn¾§yprbxogj²ycRbdp 0st8²|XqtqNcRqvcRbdcRkml)m-_|Xm|Xyc9*prmst

X¥¡¼*pry-bU|Xqtqtj K

compress(〈α1, . . . , αn〉, X) =

〈〉 ,s¦n = 0 ,

〈α1〉 compress(〈α2, . . . , αn〉, X) ,s¦n > 0

|X*α1 ∈ X ,

compress(〈α2, . . . , αn〉, X) ,prm-_*cRy © svlc¤

© _*cRyc svl`m-_*c¨npr*|XmcR|Xm-svpr[pr~cRy|Xmprypº cRy)qtsvl-ml¥ st cRx, y ∈ A∗ ¤Tm-_*c¸§w8*Rm-svpr δ mcnlml © _*cRm-_*cRy x = y

pryx 6= y

¥!¼*pry-bU|Xqtqtj K

δ([α1, . . . , αn], [β1, . . . , βm]) =

∅ ,s¦n = 0

|X*m = 0 ,

α1 ,s¦n > 0

|X*m = 0 ,

β1 ,s¦n = 0

|X*m > 0 ,

α1, β1 ,s¦n,m > 0

|X*α1 6= β1 ,

δ([α2, . . . , αn], [β2, . . . , βm]) ,prm-_*cRy © svlc¥

% É ¡É C É '>')) ) !!x, y

$5 '))C'# $ ) !

x 6= y ' ) * δ(x, y) 6= ∅

' '*!X x 6= y

' δ(x, y) ⊆ X

$5compress(x,X) 6= compress(y,X) *

'* ' # ' ( #+ + ' ' C NÅ É Î © stm-*cnll§w8*Rm-svpr witness list

§prym-_*c¶m-_*cnpry-jTlist

|Xocµ8cK³**cn|rlÃprqtqvp © l¥ I stm-_*prw8m`qvpll¶pXcR*cRy|XqtstmËj¤TqvcRm

Γoc6|Vnprrz±w8*Rm-svpr£pX |Xm

Σlist

¢¹qtstmcRy|Xqvl`l-w*_m-_|Xm

varselem(Γ) 6= ∅¥<I­c¶qvcRm

witness list(Γ)oc¡m-_*c¶ycnl-w8qtm\pX|X~8~8qtjkst8¸mp

Γm-_*cÃprqtqvp © st8

m-y|X*l-§pry-bU|Xm-svpr*l.K

cR~8q®|rncdc|r_ªqtstmcRy|XqµpXµm-_*cÃpry-b e ≈ car(x)st

Γ © stm-_­m-_*cÃpry-bVw8q®| x 6≈ nil →x ≈ cons(e, y′)

¤ © _*cRyc y′ svl|Aycnl-_ list¢¹ |Xy-s®|Xo8qvc¥

cR~8q®|rncdc|r_­qtstmcRy|XqpX`m-_*c§pry-b x ≈ cdr(y)st

Γ © stm-_ªm-_*c§pry-bw8q®| x 6≈ nil →y ≈ cons(e′, x)

¤ © _*cRyc e′ svl|Aycnl-_ elem¢¹ |Xy-s®|Xo8qvc¥

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Page 27: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

'! ( !"!<'.6

¼*pryc|r_»qtstmcRy|XqpXm-_*cU§pry-b x 6≈list yst

Γ¤\cR*cRy|Xmc²m © p[§ycnl-_ elem

¢¹ |Xy-s®|Xo8qvcnlw′

x,y

|X*w′′

x,y

¤*|X*|r8=m-_*c9qtstmcRy|Xqvlw′

x,y ≈ w′x,y

|X*w′′

x,y ≈ w′′x,y

mpΓ¥

²Å ª8 cRmΓo3c9|nprrz$w8*Rm-svprFpX |Xm

Σlist

¢¹qtstmcRy|Xqvl¤TqvcRm∆ = witness list(Γ)

¤8|X*qvcRm

v = vars(∆) \ vars(Γ)¥¡^`_*cR

Γ|X*

(∃v)∆|Xyc

Tlist

¢Ácnukw8st r|XqvcRkm¥

% É ¡É C É )( Γ

& ' ! Σlist ) 16') ! !5$ $

vars elem(Γ) 6=∅ ' '0 '0*)+16') $5 ' e ≈ car(x)

' x ≈ cdr(y) * ) ! )

kE&$5& > )+1 ') ! $5 ' x 6≈list y.E

Γ * 24$ $5 '))C'# 6 @') 0 * Γ

!Tlist ! !- () *

* 24$5 '!!>Tlist 1 6 ' A ! ! *' Γ

!"$ $

Aelem = [vars elem(Γ)]A ∪A′ ,

# $5 |A′| ≤ 2k *

5:: 2⇒ 1K¥/9ËbbdcnTs®|Xmc¥

1 ⇒ 2

K¥ cRmVσ = varsσ(Γ)

¤Ãpryσ ∈ elem, list

¥£ekst*ncΓsvlTlist

¢Ál|Xm-svl$³|Xo8qvc¤m-_*cRyccK·Tsvl-mlV|

Tlist

¢¹stkmcRy-~8ycRm|Xm-svprBl|Xm-svl-Aj0st8

Γ¥3I­c © stqtqw*lc B st pry8cRyVmp¾npr*l-m-y-w*Rm|Xpr~8~pry-m-w8*c

Tlist

¢¹stgmcRy-~8ycRm|Xm-svprA¥

hpryc¡l~3cnRs¦³|Xqtqtj¤ © cqvcRm A o3c\m-_*cw88svugw*c Tlist

¢¹stkmcRy-~8ycRm|Xm-svprnpr*l-m-y-w*Rmcn¨okj9qvcRm-m-st8

Aelem = V Belem ∪

α ∈ δ(

xB, yB)

|m-_*c9qtstmcRy|Xq

x 6≈ ysvlst

Γ

,

|X*

eA = eB ,Ãpry)c|r_

elem¢¹ r|Xy-s®|Xo8qvc

e ∈ Velem ,

xA = compress(

xB, Aelem

)

,Ãpry)c|r_

list¢¹ |Xy-s®|Xo8qvc

x ∈ Vlist .

¯prmcm-_|XmAsvl| © cRqtq¦¢Á8cK³**cn Tlist

¢¹stgmcRy-~8ycRm|Xm-svpr¤|X*m-_|XmAelem = V A

elem ∪A′ ¤Ãpry

|lcRmA′ l-w*_Fm-_|Xm |A′| ≤ 2k

¥¡¯6cK·Tm¤ © c¨l-_*p © m-_|XmAl|Xm-svl$³cnl|Xqtq´qtstmcRy|Xqvlst

Γ¥

C Å X!C É Å ËÉ e1 ≈elem e2

Êe1 6≈elem e2

9ÁbbdcnTs®|Xmc¥

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Page 28: hal.inria.fr · HAL Id: inria-00070335  Submitted on 19 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination

"!#$%&'!()+*,".-/01324$56'7!

C Å X!C É Å ËÉ x ≈list y

I­c¸_|n c

xA = compress(

xB, Aelem

)

= compress(

yB, Aelem

)

= yA .

C Å X!C É Å ËÉ x 6≈list y

µj²x!ypr~pl-stm-svpr5B © stm-_ X = Aelem

C Å X!C É Å ËÉ x ≈ nil

I­c9_|n c

xA = compress(

xB, Aelem

)

= compress(〈〉, Aelem)

= 〈〉 .

C Å X!C É Å ËÉ x ≈ cons(e, y)

I­c¸_|n c

xA = compress(

xB, Aelem

)

= compress(⟨

eB⟩

yB, Aelem

)

=⟨

eB⟩

compress(

yB, Aelem

) l-st*nceB ∈ Aelem

=⟨

eA⟩

yA

% É ¡É C É & ® ÅÈ C NÅ 8 ! C Æ 24$5 $5 '"*Tlist

!-/1)+* # !E!)C#$ 6"! 6

elem *

5:: µj=x!ypr~3plstm-svpr*lBT¤*cRbU|Xy6D=T¤|X*£x¡ypr~3pl-stm-svprÍT¥

*' # #+ + ÅkÉ Å ' %6É ! C Å Å 24$5$56'*

Tlist

! ')+1#$ "! 6 elem *

5:: µj=x!ypr~3plstm-svpr*ld|X*F*¥

) #)9 (# I­c`nprrz-cnRm-w8yc`m-_|Xm|bdpryccGURsvcRgm © stm-*cnll§w8*Rm-svpr witness ′list

ÃpryTlist

|Xoc`8cK³**cn|rlÃprqtqvp © l¥ I stm-_*prw8m`qvpll¶pXcR*cRy|XqtstmËj¤TqvcRm

Γoc6|Vnprrz±w8*Rm-svpr£pX |Xm

Σlist

¢¹qtstmcRy|Xqvl`l-w*_m-_|Xm

vars elem(Γ) 6= ∅¥ I­c¨qvcRm

witness ′listoc¨m-_*cVycnl-w8qtm¸pX¶|X~8~8qtjkst8²mp

Γm-_*c9Ãprqtqvp © st8

m-y|X*l-§pry-bU|Xm-svpr K

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'! ( !"!<'.6

cR~8q®|rncdc|r_­qtstmcRy|XqpX`m-_*c§pry-b x ≈ cdr(y)st

Γ © stm-_ªm-_*c§pry-bw8q®| x 6≈ nil →y ≈ cons(e′, x)

¤ © _*cRyc e′ svl|Aycnl-_ elem¢¹ |Xy-s®|Xo8qvc¥

I­c98pd*prm)_|n c9jcRm6|§pry-bU|Xq~8yp0pX!pXm-_8svl)Rq®|XstbF¥

¡,9

^`_*cm-_*cnpry-jdpX|Xy-y|njTlTarray

_|rl`|9l-st|Xm-w8ycΣarray

nprkm|Xst8st8d|¨lpry-melem

§prycRqvcRbdcRkml¤|²lpry-m

index§pry¸st*Tsvncnl¤|X*¬|²lpry-m

array§pry9|Xy-y|njTl¤´~8qtw*l6m-_*cÃprqtqvp © st8£m © p²Aw8*Rm-svpr

ljkbo3prqvl.K

read¤8pX\lpry-m

array × index→ elem

write¤8pX\lpry-m

array × index× elem→ array¥

FÉ T É st cRa : I → E

¤i ∈ I

|X*e ∈ E

¤ © c8cK³**c ai7→e : I → E|rlÃprqtqvp © l.K

ai7→e(i) = e|X*

ai7→e(j) = a(j)¤8Ãpry

j 6= i¥

-£Å C É Î 38;1 8;5 array . /21"3"465"765"4,3(893"/2:;1 A svl=|Σarray

¢¹stgmcRy-~8ycRm|Xm-svprlY|Xm-svl$Aj0st8m-_*c6Ãprqtqvp © st8npr*Tstm-svpr*l K

Aarray = (Aelem)Aindex

readA(a, i) = a(i)¤*§pry)c|r_

a ∈ Aarray

|X*i ∈ Aindex

writeA(a, i, e) = ai7→e¤0Ãpry)c|r_

a ∈ Aarray

¤i ∈ Aindex

¤*|X*e ∈ Aelem

¥^`_*c 3 46:5 : 8;5"58 svlm-_*cV~|Xsty Tarray = 〈Σarray,A〉

¤ © _*cRycAsvlm-_*cRq®|rllpX|Xqtq

lm|X**|Xyarray

¢Ál-m-y-w*Rm-w8ycnl¥

% #+ +% É ¡É C É )(

A

Tarray 01 7' !! *F '" 7'Γ

!

Σarray ) 16') ! ' !"$ $ Aindex

!J-/1 * 24$5 $5 > !!&Tarray 1 6 '

B! ! *' Γ

!"$ $ |Belem| = |Aelem|

' |Bindex| = κ

>6 $ ')4

κ > |Aindex| *

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"!#$%&'!()+*,".-/01324$56'7!

5:: cRm Vσ = varsσ(Γ)¤¶Ãpry

σ ∈ elem, index, array¥ I­cFnpr*l-m-y-w*Rml|

Tarray

¢stkmcRy-~8ycRm|Xm-svpr

Bpº cRy

Velem ∪Vindex∪Varray

|rl¡Ãprqtqvp © l¥!¼s¦·|VlcRm A′ l-w*_Um-_|Xm |Aindex ∪A′| = κ

¤*|X*£qvcRm

Bindex = Aindex ∪A′ ,

Belem = Aelem ,

|X*

iB = iA ,Ãpry)c|r_

index¢¹ r|Xy-s®|Xo8qvc

i ∈ Vindex ,

eB = eA ,Ãpry)c|r_

elem¢¹ |Xy-s®|Xo8qvc

e ∈ Velem .

9Ë­pry8cRyVmp¾8cK³**cBpº cRyVm-_*c

array¢¹ |Xy-s®|Xo8qvcnl¤N³8·ª|XªcRqvcRbdcRgm

e0 ∈ Aelem

¥^`_*cR¤Ãpryc|r_

array¢¹ |Xy-s®|Xo8qvc

a ∈ Varray

¤ © c9qvcRm

aB(i) =

aA(i) ,s¦i ∈ Aindex ,

e0 ,prm-_*cRy © svlc .

¶j npr*l-m-y-w*Rm-svpr¤Bsvl[|

Tarray

¢¹stgmcRy-~8ycRm|Xm-svpr l-w*_ m-_|Xm|Belem| = |Aelem|

|X*|Bindex| = κ

¥¡¯6cK·0m¤ © c¨l-_*p © m-_|XmBlY|Xm-svl$³cnl|Xqtq´qtstmcRy|Xqvlst

Γ¥

C Å X!C É Å ÁÉ e1 ≈elem e2 e1 6≈elem e2 i ≈index j

Êi 6≈index j

9ÁbbdcnTs¦¢|Xmc¥

C Å X!C É Å ËÉ a ≈array b

cRmi ∈ Bindex

¥9¹i ∈ Aindex

m-_*cRaB(i) = aA(i) =

bA(i) = bB(i)¥/9Á

i /∈ Aindex

m-_*cRaB(i) = e0 = aB(i)

¥^`_gw*lº¤aB = bB

¥

C Å X!C É Å ÁÉ a 6≈array b

ekst*ncaA 6= bA

¤m-_*cRyccK·Tsvl-ml9|XÍst*8cK·i ∈ Aindexlw*_Fm-_|Xm

aA(i) 6= bA(i)¥ 9Ám`Ãprqtqvp © lm-_|Xm aB(i) 6= bB(i)

¤ © _8sv_Fstb~8qtsvcnl aB 6= bB¥

C Å X!C É Å ËÉ e ≈ read(a, i)

I­c¸_|n cK

eB = eA

= [read(a, i)]A

= aA(

iA)

= aB(

iB) lst*nc

iA ∈ Aindex .

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'! ( !"!<'.6

C Å X!C É Å ËÉ a = write(b, i, e)

I­c²_|n caB(iB) = aA(iA) = eA = eB

¥¯6cK·Tm¤qvcRm

j ∈ Bindex

l-w*_¬m-_|Xmj 6= iB

¥>9¹j ∈ Aindex

m-_*cR © c_|n c aB(j) = aA(j) =bA(j) = bB(j)

¥ 9¹st*l-mc|rj /∈ Aindex

m-_*cRaB(j) = e0 = bB(j)

¥¶^`_gw*l¤aB = bB

iB 7→eB

¥

% É ¡É C É )( A

Tarray 01 7' !! *F '" 7'

Γ !

Σarray ) 16') ! !5$ $ Aelem

!-/01 * 24$ $5 '!!>Tarray 1 6 '

B! ! *' Γ

!5$ $ |Bindex| = |Aindex|

|Belem| = κ

>6 $κ > |Aelem| *

5:: ekstbstq®|Xympm-_*c9~8ypkpX!pX!x!ypr~3plstm-svpr0¥

% É ¡É C É ' É´É Å ' * * ! !'!S ⊆ elem, index

$$6'*

Tarray

! !.$ #$ 6! 6. S *

5:: µj=x!ypr~3plstm-svpr*lBB¤0¤*|X*¾T¥

'* ' # ' ( #+ + ' ' C NÅ É Î © stm-*cnll§w8*Rm-svpr witnessarray

Ãprym-_*c²m-_*cnpry-jTarray

|X»oc8cK³**cn­|rl6Ãprqtqvp © lº¥I stm-_*prw8m9qvpll9pX¶cR*cRy|XqtstmËj¤qvcRm

Γoc|nprrz$w8*Rm-svprªpX |Xm

Σarray

¢qtstmcRy|Xqvl`l-w*_m-_|Xm

vars index(Γ) 6= ∅|X*

vars elem(Γ) 6= ∅¥ I­cqvcRm

witnessarray(Γ)oc)m-_*c

ycnlw8qtm)pX!|X~8~8qtj0st8UmpΓm-_*c9§prqtqvp © st8dm-y|X*l$Ãpry-bU|Xm-svpr K

cR~8q®|rnc¬c|r_ qtstmcRy|Xq¨pXm-_*c§pry-ba 6≈array b

stΓ © stm-_ | qtstmcRy|Xq¨pXm-_*c[Ãpry-b

read(a, i′) 6≈ read(b, i′)¤ © _*cRyc i′ svl|§ycnl-_ index

¢¹ r|Xy-s®|Xo8qvc¥²Å ª8 & cRm

Γo3c|²nprrz±w8*Rm-svpr­pX |Xm

Σarray

¢¹qtstmcRy|Xqvl¤´qvcRm∆ = witnessarray(Γ)

¤|X*FqvcRm

v = vars(∆) \ vars(Γ)¥!^`_*cR

Γ|X*

(∃v)∆|Xyc

Tarray

¢Ácnukw8st r|XqvcRkm¥

% É ¡É C É'& )( Γ

E E'.' ! Σarray ) 16') !/!"$$

vars index(Γ) 6=∅

varselem(Γ) 6= ∅

' L '0 '* ) 16')/ $5 ' x 6≈array y *24$5

$ '))H# 3' @)C * Γ

!Tarray ! !- () *

* 24$5 '!! Tarray 01 7' A !! *' Γ

!"$$ Aindex = [vars index(Γ)]A'

Aelem = [vars elem(Γ)]A *

5:: 2⇒ 1K¥/9ËbbdcnTs®|Xmc¥

1⇒ 2

K¥ cRmVσ = varsσ(Γ)

¤0Ãpryσ ∈ elem, index, array

¥ekst*ncΓsvlTarray

¢Ál|Xm-svl-³|Xo8qvc¤m-_*cRyccK·0svl-ml¡|

Tarray

¢¹stgmcRy-~8ycRm|Xm-svprBlY|Xm-svl$Aj0st8

Γ¥JI­c © stqtq*w*lc B stUpry8cRy!mp¨npr*l-m-y-w*Rm|XFpr~8~pry-m-w8*c

Tarray

¢¹stgmcRy-~8ycRm|Xm-svprA¥

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"!#$%&'!()+*,".-/01324$56'7!

hpryc¨l~3cnRs¦³|Xqtqtj¤ © c9qvcRm A o3c¸m-_*cTarray

¢¹stkmcRy-~8ycRm|Xm-svpr[pº cRyVelem ∪ Vindex ∪ Varraynpr*lm-y-w*Rmcn¾|rl`Ãprqtqvp © l¥¡¼styl-m¤ © c9qvcRm

Aindex = V Bindex ,

Aelem = V Belem ,

|X*

iA = iB ,Ãpry)c|r_

index¢¹ r|Xy-s®|Xo8qvc

i ∈ Vindex ,

eA = eB ,Ãpry)c|r_

elem¢¹ |Xy-s®|Xo8qvc

e ∈ Velem .

9Ë¿pry8cRy²mpª8cK³**cAp cRy²m-_*c

array¢¹ |Xy-s®|Xo8qvcnl¤`³8·¿|X

e0 ∈ Aelem

¥ ^`_*cR¤`Ãpryc|r_a ∈ Varray

|X*i ∈ Vindex

¤ © c9qvcRm

aA(

iA)

=

aB(iB) ,s¦aB(iB) ∈ Aelem ,

e0 ,prm-_*cRy © svlc .

¯prmcm-_|XmAsvl| © cRqtq¦¢Á8cK³**cn Tarray

¢¹stgmcRy-~8ycRm|Xm-svpr¤¡|X*Ím-_|XmAσ = [varsσ(Γ)]A

¤Ãpry

σ ∈ index, elem¥¯cK·Tm¤ © c¨l_*p © m-_|Xm

Al|Xm-svl$³cnl|XqtqNqtstmcRy|Xqvl)st

Γ¥

C Å X!C É Å ÁÉ e1 ≈elem e2 e1 6≈elem e2 i ≈index j

Êi 6≈index j

9ÁbbdcnTs¦¢|Xmc¥

C Å X!C É Å ÁÉ a ≈array b

cRmi ∈ Aindex

¥9ÁaB

(

iB)

∈ Aelem

m-_*cRaA

(

iA)

=aB

(

iB)

= bB(

iB)

= bA(

iA) ¥9¹\st*l-mc|r

aB(

iB)

/∈ Aelem

m-_*cRaA(iA) = e0 = bA(iA)

¥

C Å X!C É Å ËÉ e ≈ read(a, i)

I­c¸_|n cK

eA = eB

= [read(a, i)]B

= aB(

iB)

= aA(

iA) l-st*nc

aB(

iB)

∈ Aelem .

C Å X!C É Å ÁÉ a = write(b, i, e)

ekst*ncaB

(

iB)

= eB ∈ Aelem

¤ © cd_|n c © c_| c

aA(

iA)

= bB(

iB)

= eB = eA¥ ¯6cK·0m¤µqvcRm

j ∈ Aindex

lw*_m-_|Xmj 6= iA

¥ 9¹aB(j) ∈ Aelem

m-_*cRaA(j) = aB(j) = bB(j) = bA(j)

¥ 9Á¶st*l-mc|raB(j) /∈ Aelem

m-_*cRaA(j) = e0 = bA(j)

¥

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'! ( !"!<'.6

% É ¡É C É'& ® ÅÈ C NÅ 8 ! C Æ ' * *L!. !!S ⊆ elem, index

$$6'*

Tarray

! - 1&# "!E!() #$ 6"! 6 S *

5:: µj=x!ypr~3plstm-svpr*lBT¤*cRbU|Xy6D gT¤|X*£x¡ypr~3pl-stm-svpr B¥

*' # #+ + ÅkÉ Å & %6É ! C Å Å ' '* * ! !'!

S ⊆ elem, indexL$5

$6'*Tarray

! ') 1#$ "! S *

5:: µj=x!ypr~3plstm-svpr*ld|X* gT¥

¸3

^`_*cVm-_*cnpry-jFpX¡lcRmlTset

_|rl|Ul-st|Xm-w8ycΣset

nprkm|Xst8st8=|Ulpry-melem

ÃprycRqvcRbdcRgml9|X*|lpry-m

setÃpry)lcRml)pX!cRqvcRbdcRgml¤8~8qtw*lm-_*c6§prqtqvp © st8l-j0bVoprqvl.K

m-_*c¨npr*l-m|Xkml-j0bVoprq ∅ ¤8pX\lpry-m set

m-_*c¸§w8*Rm-svpr¾l-j0bVoprqvl.K

·¤pX\lpry-m

elem→ set

∪¤∩¤*|X*

\¤8pX!lpry-m

set× set→ set

m-_*c9~8ycnTsv|Xmc¨l-j0bVoprq ∈ ¤8pX!lpry-m elem× set¥

-£Å C É'&& Î 3(8;1 8;5 set . /1 3 45"765"4,38 3"/:1 A svlV|Σset

¢¹stgmcRy-~8ycRm|Xm-svpr»l|Xm$¢svl-Aj0st8m-_*c6§prqtqvp © st8npr*Tstm-svpr*l.K

Aset = P(Aelem)

m-_*cVl-j0bVoprqvl ∅ ¤ · ¤ ∪ ¤ ∩ ¤ \ ¤|X* ∈ |Xyc¨stkmcRy-~8ycRmcn[|rnnpryTst8²mpm-_*cRsty6l-m|X**|XystgmcRy-~8ycRm|Xm-svprÍp cRylcRml¥^`_*c 3 46:5 : 4,3 svlm-_*cµ~|Xsty Tset = 〈Σset,A〉

¤ © _*cRycAsvl\m-_*c`Rq®|rll\pX|Xqtq8l-m|X**|Xy

set¢Ál-m-y-w*Rm-w8ycnl¥

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"!#$%&'!()+*,".-/01324$56'7! 5B

% #+ +% É ¡É C É'& )(

AE

Tset 01 7' ! ! *' E'.'Γ

!

Σset )+1 ) ! L !"$ $ Aelem

! - 1 * 24$5 $56 '!! Tset 01 7' B!! *F Γ

!5$ $ |Belem| = κ

'>6($κ > |Aelem| *

5:: cRm Vσ = varsσ(Γ)¤Ãpry

σ ∈ elem, set¥ I­cnpr*l-m-y-w*Rm¸|

Tset

¢¹stgmcRy-~8ycRm|Xm-svprBp cRy

Velem ∪ Vset

|rl`§prqtqvp © l¥¡¼s¦·F|lcRm A′ l-w*_Fm-_|Xm |Aelem ∪A′| = κ

¤*|X*£qvcRm

Belem = Aelem ∪A′ ,

|X*

eB = eA ,§pry)c|r_

elem¢¹ r|Xy-s®|Xo8qvc

e ∈ Velem ,

xB = xA ,§pry)c|r_

set¢¹ |Xy-s®|Xo8qvc

x ∈ Vset .

¶jFnpr*lm-y-w*Rm-svprBsvl|

Tset

¢¹stkmcRy-~8ycRm|Xm-svpr­l-w*_m-_|Xm|Belem| = κ

¥)h[prycnp cRy¤3stmsvlm-y-st 0s®|Xqmp_*cn D£m-_|Xm

BlY|Xm-svl$³cnl|XqtqqtstmcRy|Xqvlst

Γ¥

% É ¡É C É'& ' É´É Å 24$5 $56"*Tset

! !".$ #$ "! 6 $5 !'

elem *

5:: µj=x!ypr~3plstm-svpr*lBBV|X* gT¥

'* ' # ' ( #+ + ' ' C NÅ É Î © stm-*cnll§w8*Rm-svpr witness set

§pry´m-_*c!m-_*cnpry-jTset

|X¨o3c8cK³**cn|rlÃprqtqvp © l¥ I stm-_*prw8m`qvpll¶pXcR*cRy|XqtstmÁj¤TqvcRm

Γoc|nprrz$w8*Rm-svpr=pX |Xm

Σset

¢¹qtstmcRy|Xqvl`l-w*_m-_|Xm

varselem(Γ) 6= ∅¥<I­c¶qvcRm

witness set(Γ)o3c¶m-_*c¶ycnl-w8qtmpX|X~8~8qtjkst86mp

Γm-_*cÃprqtqvp © st8

m-y|X*l-§pry-bU|Xm-svpr K

cR~8q®|rncdc|r_ªqtstmcRy|XqµpXµm-_*cÃpry-b x 6≈set yst

Γ © stm-_ |£qtstmcRy|XqpXµm-_*cd§pry-b e′ ∈(x \ y) ∪ (y \ x)

¤ © _*cRyc e′ svl|§ycnl-_ elem¢¹ r|Xy-s®|Xo8qvc¥

²Å ª8 & cRmΓoc¸|nprrz$w8*Rm-svprFpX |Xm

Σset

¢¹qtstmcRy|Xqvlº¤TqvcRm∆ = witness set(Γ)

¤*|X*qvcRm

v = vars(∆) \ vars(Γ)¥¡^`_*cR

Γ|X*

(∃v)∆|Xyc

Tset

¢Ácnugw8st |XqvcRgm¥

% É ¡É C É'& )( Γ

' ! Σset ) 16') ! !"$ $

vars elem(Γ) 6=∅ ' ''0 '*A)+16')& $5 " x 6≈set y * 24$5 $ '))H'# 6

@') 0

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'! ( !"!<'.6

* Γ!Tset !!- )C *

* 24$5 '!! Tset 1 6 ' A ! ! *' Γ

!"$$ Aelem = [vars elem(Γ)]A *

5:: 2⇒ 1K¥/9ËbbdcnTs®|Xmc¥

1 ⇒ 2

K¥ cRmVσ = varsσ(Γ)

¤§pryσ ∈ elem, set

¥Fekst*ncΓsvlTset

¢ÁlY|Xm-svl$³|Xo8qvc¤m-_*cRyccK·Tsvl-ml|

Tset

¢¹stgmcRy-~8ycRm|Xm-svprBl|Xm-svl$§jkst8

Γ¥ I­c © stqtq¶w*lc B stªpry8cRyVmpnpr*l-m-y-w*Rm|X

pr~8~pry-m-w8*cTset

¢¹stkmcRy-~8ycRm|Xm-svprA¥

hprycl-~3cnRs¦³|Xqtqtj¤ © cqvcRm A ocm-_*cTset

¢¹stgmcRy-~8ycRm|Xm-svprFp cRyVelem∪Vset

npr*l-m-y-w*RmcnokjqvcRm-m-st8

Aelem = V Belem ,

|X*

eA = eB ,Ãpryc|r_

elem¢¹ |Xy-s®|Xo8qvc

e ∈ Velem ,

xA = xB ∩Aelem ,Ãpryc|r_

set¢¹ |Xy-s®|Xo8qvc

x ∈ Vset .

¶j¸npr*l-m-y-w*Rm-svpr¤AsvlN| © cRqtq¦¢Á8cK³**cn Tset

¢¹stgmcR~8ycRm|Xm-svprl-w*_Vm-_|XmAelem = [vars elem(Γ)]A

¥¯6cK·Tm¤ © c¨l-_*p © m-_|Xm

AlY|Xm-svl$³cnl|Xqtq´qtstmcRy|Xqvlst

Γ¥

C Å X!C É Å ËÉ e1 ≈elem e2

Êe1 6≈elem e2

9ÁbbdcnTs®|Xmc¥

C Å X!C É Å ËÉ x ≈set y

I­c¸_| cxA = xB ∩Aelem = yB ∩Aelem = yA

¥

C Å X!C É Å ËÉ x ≈ ∅

I­c9_| cxA = xB ∩Aelem = ∅ ∩Aelem = ∅

¥

C Å X!C É Å ÁÉ x ≈ e

I­c_| cxA = xB ∩Aelem =

eB

∩Aelem =

eB ¥

C Å X!C É Å ÁÉ x ≈ y ∪ z

I­c¸_|n cxA = xB ∩Aelem =

(

yB ∪ zB)

∩Aelem =(

yB ∩Aelem

)

∪(

zB ∩Aelem

)

= yA ∪ zA¥

C Å X!C É Å ÁÉ x ≈ y ∩ z

I­c¸_|n cxA = xB ∩Aelem =

(

yB ∩ zB)

∩Aelem =(

yB ∩Aelem

)

∩(

zB ∩Aelem

)

= yA ∩ zA¥

C Å X!C É Å ÁÉ x ≈ y \ z

I­c¨_|n cxA = xB ∩Aelem =

(

yB \ zB)

∩Aelem =(

yB ∩Aelem

)

\(

zB ∩Aelem

)

= yA \ zA¥

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Êe 6∈ x

w*lmpro*lcRy- c9m-_|XmeA ∈ Aelem

¥

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!>-/1)+* # !E!)C#$ 6"! 6

elem *

5:: µj=x!ypr~3plstm-svpr BT¤*cRbU|Xy6D k0¤|X*Fx¡ypr~3pl-stm-svpr gT¥

*' # #+ + ÅkÉ Å %6É ! C Å Å 24$5$56'*

Tset

! ) 1#$ 6! 6. elem *

5:: µj=x!ypr~3plstm-svpr*l gd|X* gT¥

8 45+$

hw8qtm-svlcRml±i |Xqvlp Dk*p © |rl!o|Xl±i |XycnprqtqvcnRm-svpr*l¶m-_|Xm!bU|njnprgm|Xst²Tw8~8qtsv|Xmc)cRqvcRbdcRgml¥¼pry-bU|Xqtqtj¤|bVw8qtm-svlcRm

xsvl|§w8*Rm-svpr

x : A→ N¤0Ãpry)lprbdc¨lcRm

I­cw*lc`m-_*c)l-j0bVoprq[[ ]]mp¨8cR*prmcm-_*c)cRb~8mËjbVw8qtm-svlcRm¥ I _*cR

n ≥ 0¤ © c © y-stmc [[e]](n)

mp8cR*prmcm-_*cbVw8qtm-svlcRm`nprgm|Xst8st8cK·*|rRm-qtjnpknRw8y-ycR*ncnlµpX

e|X*d*prm-_8st8cRqvlc¥JI¿_*cR

n < 0¤ © c9qvcRm [[e]]n = [[ ]]

¥ cRm

x, yo3c¸m © pdbw8qtm-svlcRml¥¡^`_*cR K

m-_*cRsty 7'x ∪ y

svlm-_*cbVw8qtm-svlcRmzl-w*_[m-_|Xm¤§pry6c|r_ÍcRqvcRbdcRgm

e¤m-_*ccnukw|XqtstmÁj

z(e) = max(x(e), y(e))_*prqv8l

m-_*cRsty !x ] y

svlVm-_*cbVw8qtm-svlcRmzl-w*_ m-_|Xm¤ÃpryVc|r_«cRqvcRbdcRkm

e¤m-_*cUcnukw|XqtstmÁj

z(e) = x(e) + y(e)_*prqv8l

m-_*cRsty 01"!67'x ∩ y

svlm-_*c=bw8qtm-svlcRmzl-w*_ m-_|Xm¤§pryc|r_¿cRqvcRbdcRgm

e¤¡m-_*c

cnugw|XqtstmËjz(e) = min(x(e), y(e))

_*prqv8lº¥^`_*c¡m-_*cnpry-jVpX8bVw8qtm-svlcRml

Tbag

_|rl|l-st|Xm-w8ycΣbag

nprgm|Xst8st8¨|lpry-mint

§prystkmcRcRyl¤|lpry-m

elemÃpry)cRqvcRbdcRgml¤3|X*¾|lpry-m

bagÃprybVw8qtm-svlcRml¤*~8qtw*lm-_*c9§prqtqvp © st8Ul-j0bVoprqvl.K

m-_*c¨npr*l-m|Xkml-j0bVoprqvl.K

0|X*

1¤*pX!lpry-m

int

[[ ]]¤pX\lpry-m

bag

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'! ( !"!<'.6

+¤−¤max

¤*|X*min

¤8pX!lpry-mint× int→ int

[[·]](·)¤8pX\lpry-m

elem× int→ bag

∪¤]¤*|X*

∩¤TpX!lpry-m

bag× bag→ bag

count¤8pX\lpry-m

elem× bag→ int

m-_*c9~8ycnTsv|Xmc¨l-j0bVoprq < ¤8pX!lpry-m int× int¥

-£Å C É Î 38;1 8;5 bag . /1 3 45"765"4,38 3"/:1 A svl)|Σbag

¢¹stgmcRy-~8ycRm|Xm-svprÍl|Xm$¢svl-Aj0st8m-_*c6§prqtqvp © st8npr*Tstm-svpr*l.K

Aint = Z

Abag = NAelem

m-_*c=l-jkbo3prqvl 0¤1¤+¤−¤max

¤min

¤¡|X*<|XycstkmcRy-~8ycRmcn |rnnpryTst8¬mp¾m-_*cRsty

l-m|X**|Xy£stkmcRy-~8ycRm|Xm-svpr[pº cRym-_*c¸stgmcRcRyl

m-_*c¨l-j0bVoprq [[ ]] ¤ ∪ ¤ ∩ ¤ \ ¤ [[·]](·) |Xyc¸stkmcRy-~8ycRmcn[|rnnpryTst8dmpdm-_*cRsty)l-m|X**|Xy£stgmcRy$¢~8ycRm|Xm-svprpº cRy)bVw8qtm-svlcRml

countA(e, x) = x(e)¤T§pry)c|r_

e ∈ Aelem

|X*x ∈ Abag

¥^`_*c 3 4:;5&: !$ 3"/ 4,3 svl`m-_*c¸~|Xsty Tbag = 〈Σbag,A〉

¤ © _*cRycAsvl`m-_*c9Rq®|rllpX\|Xqtq

lm|X**|Xybag

¢Ál-m-y-w*Rm-w8ycnl¥

$% " # ++% É ¡É C É )(

AE

Tbag 01 6 !! *' ' 7'Γ

!

Σbag )+16') ! ' !5$ $ Aelem

! -/1 * 24$5 $6 !!&Tbag 01 6 B!! *F Γ

!5$ $ |Belem| = κ

'>6($κ > |Aelem| *

5:: cRm Vσ = varsσ(Γ)¤ºÃpry

σ ∈ elem, int, bag¥<I­c!npr*l-m-y-w*Rm|

Tbag

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Velem ∪ Vint ∪ Vbag

|rl`Ãprqtqvp © lº¥¡¼s¦·£|lcRm A′ l-w*_¾m-_|Xm |Aelem ∪A′| = κ

¤|X*=qvcRm

Belem = Aelem ∪A′ ,

|X*

eB = eA ,§pry)c|r_

elem¢¹ r|Xy-s®|Xo8qvc

e ∈ Velem ,

uB = uA ,§pry)c|r_

int¢¹ |Xy-s®|Xo8qvc

u ∈ Vint .

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¼*w8y-m-_*cRy-bdpryc¤8ÃprycR cRy-jbag

¢¹ |Xy-s®|Xo8qvcx ∈ Vbag

|X*e ∈ Belem

¤ © c9qvcRm

xB(e) =

xA(e) ,s¦e ∈ Aelem ,

0 ,prm-_*cRy © svlc .

¶jnpr*l-m-y-w*Rm-svpr¤Bsvl|

Tbag

¢¹stkmcRy-~8ycRm|Xm-svpr¾l-w*_²m-_|Xm|Belem| = κ

¥!¯6cK·Tm¤ © c¸l-_*p ©m-_|Xm

Bl|Xm-svl$³cnl|XqtqNqtstmcRy|Xqvl)st

Γ¥

C Å X!C É Å ËÉ e1 ≈elem e2 e1 6≈elem e2 u ≈int v

Êu 6≈int v

9ÁbbdcnTs®|Xmc¥

C Å X!C É Å ËÉ x ≈bag y

cRme ∈ Belem

¥9Áe ∈ Aelem

m-_*cRxB(e) = xA(e) =

yA(e) = yB(e)¥ 9Á

e /∈ Aindex

m-_*cRxB(e) = 0 = yB(e)

¥^`_gw*lº¤xB = yB

¥

C Å X!C É Å ÁÉ x 6≈bag y

ekst*ncxA 6= yA

¤Nm-_*cRyccK·0svlml|Xe ∈ Aelem

l-w*_m-_|Xm

xA(e) 6= yA(e)¥/9Ám`Ãprqtqvp © lm-_|Xm xB(e) 6= yB(e)

¤ © _8sv_¾stb~8qtsvcnl xB 6= yB¥

C Å X!C É Å ÁÉ u ≈ 0 u ≈ 1 u ≈ v + w u ≈ v − w u ≈ max(v, w)

u ≈ min(v, w) 9ËbbdcnTs®|Xmc¥

C Å X!C É Å ËÉ x ≈ [[e]](u) ekst*nc

eB ∈ Aelem

¤ © c_|n c xB(eB) = xA(eA) =uA = uB

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l-w*_m-_|Xme′ 6= eB

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0¥/9Ást*lmc|r

e′ /∈ Aelem

m-_*cRxB(e′) = 0

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C Å X!C É Å ËÉ x ≈ y ∪ z x ≈ y ] z

Êx ≈ y ∩ z

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x ≈ [[e]](u) ¥

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ekst*nceB ∈ Aelem

¤ © c£_|n c uB = uA =xA

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eA)

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eB) ¥

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§prym-_*cVm-_*cnpry-jTbag

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Σbag

¢¹qtstmcRy|Xqvllw*_Ím-_|Xm

vars elem(Γ) 6= ∅¥&I­cqvcRm

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Γm-_*c

Ãprqtqvp © st8Um-y|X*l$§pry-bU|Xm-svpr K cR~8q®|rnc­c|r_ qtstmcRy|XqVpXm-_*cÍÃpry-b

x 6≈bag yst

Γ © stm-_ |»qtstmcRy|XqVpXm-_*cÍÃpry-bcount(e′, x) 6≈ count(e′, y)

¤ © _*cRyc e′ svl|§ycnl-_ elem¢¹ r|Xy-s®|Xo8qvc¥

²Å ª8 & cRmΓoc|¸nprrz±w8*Rm-svprUpX |Xm

Σbag

¢¹qtstmcRy|Xqvl¤gqvcRm∆ = witnessbag(Γ)

¤g|X*qvcRm

v = vars(∆) \ vars(Γ)¥¡^`_*cR

Γ|X*

(∃v)∆|Xyc

Tbag

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% É ¡É C É )( Γ

' 7' ! Σbag )+16') !L!"$$

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@') 0 * Γ

!Tbag ! !- () *

* 24$5 '!! Tbag 01 7' A !! *' Γ

!5$$5Aelem = [vars elem(Γ)]A *

5:: 2⇒ 1K¥/9ËbbdcnTs®|Xmc¥

1 ⇒ 2

K¥ cRmVσ = varsσ(Γ)

¤!§pryσ ∈ elem, int, bag

¥ªekst*ncΓsvlTbag

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Tbag

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|X*

eA = eB ,§pry)c|r_

elem¢¹ r|Xy-s®|Xo8qvc

e ∈ Velem ,

uA = uB ,§pry)c|r_

int¢¹ |Xy-s®|Xo8qvc

u ∈ Vint .

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¢¹ |Xy-s®|Xo8qvcx ∈ Vbag

¤ © c9qvcRm

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e ∈ Aelem .

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¥¯cK·Tm¤© c¨l-_*p © m-_|Xm

Al|Xm-svl-³cnl|XqtqqtstmcRy|Xqvl)st

Γ¥

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Êu 6≈int v

9ÁbbdcnTs®|Xmc¥

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ekst*ncµÃpry!c|r_e ∈ Aelem

¤ © c_| c xA(e) = xB(e) =yB(e) = yA(e)

¤*stm`Ãprqtqvp © lm-_|Xm xA = yA¥

C Å X!C É Å ÁÉ u ≈ 0 u ≈ 1 u ≈ v + w u ≈ v − w u ≈ max(v, w)

u ≈ min(v, w) 9ËbbdcnTs®|Xmc¥

C Å X!C É Å ËÉ x ≈ [[e]](u) ekst*nc

eB ∈ Aelem

¤ © c_|n c xA(eA) = xB(eB) =uB = uA

¥!¯6cK·0m¤TqvcRme′ ∈ Aelem

|X*e′ 6= eB

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¥

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x ≈ [[e]](u) ¥

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ekst*nceB ∈ Aelem

¤ © c£_|n c uA = uB =xB

(

eB)

= xA(

eA) ¥

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st cR¾ogj²m-_*c9m-_*cnpry-j£pX\cnukw|XqtstmÁj¤8qtsvlml¤*|Xy-y|njTl¤*lcRmlº¤*|X*£bVw8qtm-svlcRmlº¥

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Unité de recherche INRIA LorraineLORIA, Technopôle de Nancy-Brabois - Campus scientifique

615, rue du Jardin Botanique - BP 101 - 54602 Villers-lès-Nancy Cedex (France)

Unité de recherche INRIA Futurs : Parc Club Orsay Université - ZAC des Vignes4, rue Jacques Monod - 91893 ORSAY Cedex (France)

Unité de recherche INRIA Rennes : IRISA, Campus universitaire de Beaulieu - 35042 Rennes Cedex (France)Unité de recherche INRIA Rhône-Alpes : 655, avenue de l’Europe - 38334 Montbonnot Saint-Ismier (France)

Unité de recherche INRIA Rocquencourt : Domaine de Voluceau - Rocquencourt - BP 105 - 78153 Le Chesnay Cedex (France)Unité de recherche INRIA Sophia Antipolis : 2004, route des Lucioles - BP 93 - 06902 Sophia Antipolis Cedex (France)

ÉditeurINRIA - Domaine de Voluceau - Rocquencourt, BP 105 - 78153 Le Chesnay Cedex (France)

ISSN 0249-6399