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A Generalized Optimum Requirement Spanning Tree Problem With a Monge-like Property

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2−B−2

1999年度日本オペレーションズ・リサーチ学会 春季研究発表会

AGeneralizedOptimumR′equirementSpanningTreeProblem

WithaMonge−1ikeProperty

01013281 札幌大学 穴沢 務 ANAZAWATsutomu

且 ‡mも『OdⅦC七五om WebeginbyintroducingtheoptimumrequiTYmentSPannin9treePrOblem(ORSTproblem)studiedbyHu[5】,

Whicllhasmotivatedourstudies・LetV=(0,1,・・・,n−1)b?aSetOflLVertices,(首)thesetofallpairsof

distinctverticesinV,andTthewholesetofundirectedspannlngtreCSOnl′.A treeT∈Twithanedgeset E=((v,u)lv,u∈V)isdenotedbyT=(VE)conventionally・Assumethatanollnegativeval−1ert‖▲ . f(T)=∑{v,㍗}∈(㌢)d(v,u;T)rvu,Whered(v,u;T)isthelengthofthepatllbetweenvanduonT・Heshowed

tllatatreemlnimizingfisobtainedbytheGomory−Hualgorithm[4]whcndcgreesofvcrticesarenotrestricted・

ORSTproblemhasbecnextenedbyAnazawaetal・[2,3]andAnazawa[l]indi鮎rentmanners・Theairr10f thispaperistogeneralizetheproblcmandresultsdiscussedintheliterature.Forgeneralizatioll,Wede且nca duⅢmyVerteXaSaVerteXWhosenumberisgreaterthann−1,andassmethatrvu=Oholdsifvoruisdllr(1my. HereweconsidertheproblemtofindatreeT∈TmiIlimiesafunctionf9(T)=∑(v,u)∈(㌢)g(d(v,u;T))rl・1▲ u11derconstrainttllatdeg(v)≦lvholdsforallv∈V(calledmaximumde9reCOn血int),Whereg(x)bcan arbitraryreal−ValuedfunctionofrealYariablexsuchthatitisstrictlyincreaslngOn[0,n−1),andlvisgiven

toeachvertexv∈V・Wecal1thisproblema9eneralizedoptimumrequremcntspannin9treePrVblcm(GORST

problem),an(lasolutiontothisproblemanfg−OPtimumtree・OurmalnaSSertiononGORSTproblel−1inthis

paperistheb1lowlng:

Main甘heorem鋤p∂5e如£Jo≧Jl≧…≧㍍_1α乃d∑:三言J〃≧2(乃−1)加gd・〝(r川)βα紘所eβrリu十rv′u′≧ γ”U′+γt九わrαJり一ね〆e(u,γ‘,叫〟)(†′<γ′,u<−りβ祝C九兢αfruu,r山▲・,rⅢ′几mdrれα柁αJJdぴれed「(氾gged Monge−1ikeproperty),thenr d所nedbelowisムーOPtimum・ Definitionofr:Wesets_1=0,So=lo,S..=Su_l+(lu−1)(u=1,2,.・・)andletNbetheminimuminteger Satisfyingn−1≦sN∼1;alsowedefineafuIICtion7rOn・aSet(1,2,‥・,n−1)by 〈 視 ifβu−1+1≦u≦β祝 brll=0,1,2,…,Ⅳ−2 Ⅳ−1 ifβⅣ_2十1≦u≦乃−1 町(u)= andletE♯=iel,e2,・・・,en−1),Whereev=(7T(v),V)(v=1,2,…,7い1)・Thenwcobtainr=(V,E+). Asthenameindecated,Monge−1ikepropertyiscloselyrelatedtotheMongeproperty,Whichisorlglnally

discussedinthe classicalHitchcocktransportation problem,andis known to make some NP−hard problems

efficientlysoIvable(see[6】)・

2 P『e且五m五maI・五es amd皿emmas

For agraph G=(VE)andふsubset U⊂V,aSubgraph GnUis defined by aforest Gl=(U,E/), Where E’=((v,u)∈E(v,u∈U);While asubgraph G\Uis defined by aforest G′′=(V\U,E′′), Where E′′=((v,u)∈EIv,u∈V\U)・For arooted tree T=(V,E)∈T and a vertex v∈V,1et X(v)=(叫vistheparentofu)・ForapathP=(ul,u2,・・・,uk)ofatreeT=(V,E)∈T,letFbeaforestdc− finedbyF=(V,E\((ul,u2),(u2,u3),‥.,(uk_1,uk))),andT(ui)=(V(ui),E(ui))(i=1,...,k)theconnected COmpOnentSeaChofwhichcontainsui・WeregarduiaBtherootofT(ui)inthesequel・Anedge(v,u)suchthat VOr聖isa卓u禦myVerteXi㌔Ca11edadummyed9e・FbratreeT=(V,E),WeWills聖netimesconstructanother

t・reeT=(V,E)satisfyingT\(dummyvertices)=T・Thenitisobviousthatム(T)=fg(T)holds・Suppose

thatatreeT=(V,E)∈Tsatisfie隻thelP聖imumdegrceconstraintandapathP=(ul,‥・,uk)(k=20r3)

OfTisgiven・ThenweconstructT=(V,E)byaddingdT!mmyVe中CeSaTdedgestoT,andsimultaneously

introduceanisomorphismcrpasfo1lows‥LetusconstruCtT(ui)=(V(ui),E(ui))(i=1,k)byaddingdllmmy

−150− © 日本オペレーションズ・リサーチ学会. 無断複写・複製・転載を禁ず.

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verticesand edges toT(ui)=(V(ui),E(ui))(i=1,k)defined forPsothatwe can defineanisomorphism oTp:ウ(ul)→ウ(uk)9tisfying(i)qp(ul)=uk,(ii)(qp(w),Crp(w/))∈E(uk)ifandonlyif(w,W′)∈虐(ul),

and(iii)foranyv∈V(ul),lx(v)I=lNIorlx(cTp(v))E=lN’1holdswhereN=(w∈x(v)Iw≦れ−1)and

N’=(wl∈x(gp(v))lw′≦n−1)・Wecallsuchanisomorphismqp aforcedisomorphismforP・AIsofor

fandcrpde餌edabove,WeCOnSiderthebllowingtransformationofテwhiclll一間reducethejもvalue‥Let

tb=(v∈ウ(ul)Ev>gp(v)),andexchangevandLTp(v)forallv∈tt.Wecallsuchatransformationbiasin9

withrespecttoqp.FurtherletfIbeatreeobtainedfromテbybiasingandT′=fI\(dummyvertices).

Lelll111alブリJ・ヾり/・ヾりり/…・h山一り/呵/り●r′‖=Jべ・山、ノi・J仙・〃=J…川川・/・〃…・川J′・ヾ/川川/, Lemma2〝(れ川)βα£哀訴eβ〟0γlタe−J盲たep和per軌班eれム(r′)≦ム(r)ん0協・

Here we show some properties of the tree r =(V,E+)satisfyinglo ≧ll≧・・・≧ln_1・Let了ブ =

rn(0,1,・‥,Z/−1)(l/=1,2,…,n)besubtreesofthetreer・ Lemma3凡reαC九Tニ(〃≧2),Jeモア=(uh餌2,…,恥)わeα乃αrゐ盲かⅥrypα班0/㌍βαf哀痛哀叩机<’恥,αTld

letm=L喜」whereLrJisthema∬imumintqgernotexceedin93・771enui<uk−i+1anddeg(ui)≧deg(uk−i+1)

九〃Jdわr豆=1,2,…,m. LeITlma4エe亡rむeα如ecoれね査m哀れタα5祝わけee7ブ仰α士官β,rn(0,1,…,リー1)=㌍ノ,αmdア=(町‥・,㍑ん)(た= 20r3)化れαrみ血ry卵塊0/r・凡ご加古reeTαれd血p呵P,Je£テわcα血mm哀紗αdded如eo…ん坤α ♪rced虞βOmO叩ん戎βmJpねdぴmed,r′α打ee oわね亘れed丹那柁rわ訂む戎αβ如軋助re叩eCとねαp,αれdr′=r′\ (血γ′lmyUe†斬ceβ)・爪印r′αねocomねわ乙βT:・

3 ProofofMainTheorem(Outline)

LetT*∈Tt−ethetreestatedinMainTheorem,alld7bptthesetoff。−Optimumtrees・Byusil−gLemmas2 and4,WeCanShowthatrmustbelongto7Lpt・

4 Application

Letverticesberegardedasnetworkhosts,edgesasnetworkcables,a11d(rt,u)asrclativefrequenciesofconl− Inunication.AIsoletp(T;k)denotetheprobabilitythatarequestofcommunicationisnotrealizedonatrec networkT=(V,E)withkfailures・Undersomecoll(litiollS,P(T;k)iscxpresscdby∑(t・,u)∈(;)g(d(v,u;T))rvtl where

g(ェ)=1− (7)告1)

andcki4=Pr(iverticesandjedgesarebrokendownIi+jfai1ureshaveoccured)・Notingthatg(x)isstrictly

increaslngOn【0,n−1),、Wefindthatrde蝕edaboveminimizesp(T;k)払ranyk(0<k≦2nTl)iflrvu) SatisfiesMonge−1ikeproperty.

References

[1]T・Anazawa,OnaConditionforObtaininganExplicitSolutionofOptimumRequirementSpanningTree・ β現ゎm富豪£edわⅣe£ぴOrたβ. [2】T・、Anazawa,T・KoderaandM・Jimbo,AnExplicitSolutionofOptimumRequirementSpanningTreewith MaximumDegreeConditions,Con9reSSuSNumerantium,117(1996)43−52・ [3]−−−−,OptimumRequirementSpanningTreesandReliabilityofTreeNetworks,SubmiuedtoNetworks・ 【4〕R.E.GomoryandT・C・Hu,Multi−terminalnetworkflows,S昆MJ・Appl・Math・,9(1961)551−570・ [5]T・C・Hu,OptimulnCommunicationSpanningTrees,SIAMJ・Corvut・,3(1974)188−195・ 【6]U.Pferschy,R・RudolfandG・J・Woeginger,MongeMatricesMakeMaximizationManegable,Operations RescarchLetters,16(1994)245−254・ ー151− © 日本オペレーションズ・リサーチ学会. 無断複写・複製・転載を禁ず.

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