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LectureNotesinEconomicsandMathematicalSystems648FoundingEditors:M.
BeckmannH.
P.
KünziManagingEditors:Prof.
Dr.
G.
FandelFachbereichWirtschaftswissenschaftenFernuniversittHagenFeithstr.
140/AVZII,58084Hagen,GermanyProf.
Dr.
W.
TrockelInstitutfürMathematischeWirtschaftsforschung(IMW)UniversittBielefeldUniversittsstr.
25,33615Bielefeld,GermanyEditorialBoard:H.
Dawid,D.
Dimitrow,A.
Gerber,C-J.
Haake,C.
Hofmann,T.
Pfeiffer,R.
Slowinski,W.
H.
M.
ZijmForfurthervolumes:http://www.
springer.
com/series/300YongShiShouyangWangGangKouJyrkiWalleniusEditorsNewStateofMCDMinthe21stCenturySelectedPapersofthe20thInternationalConferenceonMultipleCriteriaDecisionMaking2009123EditorsProfessorYongShiResearchCenteronFictitiousEconomyandDataScienceGraduateUniversityofChineseAcademyofSciencesZhongguancunEastRoad,No80Building6,Room203Beijing,100190People'sRepublicofChinayshi@gucas.
ac.
cnandCollegeofInformationScienceandTechnologyUniversityofNebraskaatOmahaOmaha,NE68182USAyshi@unomaha.
eduProfessorGangKou,PhDSchoolofManagementandEconomicsUniversityofElectronicScienceandTechnologyofChinaNo4Section2,NorthJianseRd.
Chengdu,610054People'sRepublicofChinakougang@yahoo.
comProfessorDr.
ShouyangWangAcademyofMathematicsandSystemsScienceChineseAcademyofSciencesZhonguancunEastRoadNo.
55,HaidianBeijing,100190People'sRepublicofChinasywang@amss.
ac.
cnProfessorDr.
JyrkiWalleniusAaltoUniversitySchoolofEconomicsPOB2121000076AaltoFinlandjyrki.
wallenius@aalto.
ISSN0075-8442ISBN978-3-642-19694-2e-ISBN978-3-642-19695-9DOI10.
1007/978-3-642-19695-9SpringerHeidelbergDordrechtLondonNewYorkLibraryofCongressControlNumber:2011929784cSpringer-VerlagBerlinHeidelberg2011Thisworkissubjecttocopyright.
Allrightsarereserved,whetherthewholeorpartofthematerialisconcerned,specicallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broadcasting,reproductiononmicrolmorinanyotherway,andstorageindatabanks.
DuplicationofthispublicationorpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965,initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.
ViolationsareliabletoprosecutionundertheGermanCopyrightLaw.
Theuseofgeneraldescriptivenames,registerednames,trademarks,etc.
inthispublicationdoesnotimply,evenintheabsenceofaspecicstatement,thatsuchnamesareexemptfromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.
Coverdesign:eStudioCalamarS.
L.
Printedonacid-freepaperSpringerispartofSpringerScience+BusinessMedia(www.
springer.
com)PrefaceThisbookisthepostconferenceproceedingsofMCDM2009,theTwentiethInternationalConferenceonMultipleCriteriaDecisionMakinghasbeenheldatChengdu,China,June21–26,2009.
Theconferencehasemergedastheglobalforumdedicatedtothesharingoforiginalresearchresultsandpracticaldevelopmentexperiencesamongresearchersandapplicationdevelopersfromdifferentmultiplecriteriadecisionmakingrelatedareas.
ThethemeforMCDM2009was"NewStateofMCDMin21stCentury",whichisalsousedasthetitleofthisbook.
Thecon-ferencehasreceivedmorethan350submissions,outofwhich121wereaccepted.
Thisincluded72regularpapersand49shortpapers.
Thereweremorethan250participantsfrom31countriesandregionsattendedtheconference.
Afterapostconference'speer-reviewingprocess,weselected17paperscon-tributedby35authorsandco-authorsfromtencountries:Belgium,China,CzechRepublic,Denmark,Finland,France,Latvia,Lithuania,PolandandUSAtoformu-latethisbook.
Thecontentsofthisbookconsistofthreeparts:MCDMFoundationandTheory,MCDMMethodology,andMCDMApplications.
TherewerefourpapersinMCDMFoundationandTheory.
Therstpaper"MCDM:InSearchofNewParadigms.
.
.
"iscontributedbyMilanZeleny.
Thesecondpaper"HarmonizingtheOmnipresenceofMCDMinTechnology,Society,andPolicy"iswrittenbyYacovY.
Haimes.
Thethirdpaper"DecisionMakingonParetoFrontApproximationswithInherentNondominance",iscontributedbyMarkusHartikainen,KaisaMiettinen,andMargaretM.
Wiecek,whiletheforthpaper"ANewConsistencyIndexforComparisonMatricesinTheANP"isfromDajiErgu,GangKou,YiPengandYongShi.
MCDMMethodologyhasfourpapers.
Therstpaper"EstimatingtheRobust-nessofCompositeCBA&MCAAssessmentsbyVariationofCriteriaImportanceOrder"iscontributedbyAndersVestergaardJensen,MichaelBruhnBarfod,andSteenLeleur.
Thesecondpaper"CompromiseBasedEvolutionaryMultiobjec-tiveOptimizationAlgorithmforMultidisciplinaryOptimization"isfromBenoitGuedas,XavierGandibleux,andPhilippeDepince.
Thethirdpaper"ALowerBoundoftheChoquetIntegralIntegratedwithinMartins'Algorithm"iswrittenbyHugoFouchal,XavierGandibleux,andFabienLehuede.
Theforthpaper"PenaltyRulesinMulticriteriaGeneticSearch"isfromGrzegorzKolochandTomaszSzapiro.
vviPrefaceThereareninepapersrelatedtovariousMCDMApplications.
Therstpaper"TheBi-CriteriaApproachtoProjectCostandScheduleBuffersSizing"isdonebyPaweBaszczyk,TomaszBaszczyk,andMariaB.
Kania.
Thesecondpaper"TheMulti-objectiveAlternativeassetsInvestmentOptimizationModelonSovereignWealthFundsBasedonRiskControl"iscontributedbyJingYu,BinXuandYongShi.
Thethirdpaper"ANewToolforFeatureExtractionandItsApplicationtoCreditRiskAnalysis"iswrittenbyPaweBaszczyk.
Theforthpaper"AlgorithmforMCDMinIntelligentBrakingDiagnosticsSystemofRailwayTransport"isfromAnatolyLevchenkov,MikhailGorobetz,LeonidsRibickis,andPeterisBal-ckars.
Thefthpaper"TheOnlineAdvertisingTypesofChoicesBasedonDEAMethod"isprovidedbyXianglanJiang,YingjinLuandWenboYang.
Thesixthpaper"ExaminationofDecisionSupportSystemsforCompositeCBA&MCDAAssessmentsofTransportInfrastructureProjects"isfromMichaelBruhnBarfod,AndersVestergaardJensen,andSteenLeleur.
Theseventhpaper"AnEntropy-weightedClusteringMethodforEnvironmentalPollutionAssessmentinChina"ispresentedbyGangKou,QiaoliSun,andYiPeng.
Theeighthpaper"UnconstrainedTwo-objectiveLand-usePlanningBased-onNSGA-IIforChemicalIndustryPark"iscontributedbyMingXuandZongzhiWu.
Thelastpaper"RobustnessinEco-nomicDevelopmentStudies:ThecaseofTanzania"isdonebyWillemKarelM.
BrauersandEdmundasKazimierasZavadskas.
WewishthisbookwillserveasausefulsourceforthereaderswhohaveinterestsintheprogressofMCDMresearchandpractice.
Chengdu,ChinaYongShiJanuary1,2011ShouyangWangGangKouWalleniusJyrkiContentsPartIMCDMFoundationandTheory1MCDM:InSearchofNewParadigms3MilanZeleny2HarmonizingtheOmnipresenceofMCDMinTechnology,Society,andPolicy13YacovY.
Haimes3DecisionMakingonParetoFrontApproximationswithInherentNondominance35MarkusHartikainen,KaisaMiettinen,andMargaretM.
Wiecek4ANewConsistencyIndexforComparisonMatricesintheANP47DajiErgu,GangKou,YiPeng,andYongShiPartIIMCDMMethodology5EstimatingtheRobustnessofCompositeCBAandMCAAssessmentsbyVariationofCriteriaImportanceOrder59AndersVestergaardJensen,MichaelBruhnBarfod,andSteenLeleur6CompromiseBasedEvolutionaryMultiobjectiveOptimizationAlgorithmforMultidisciplinaryOptimization69BenotGuédas,XavierGandibleux,andPhilippeDépincé7ALowerBoundoftheChoquetIntegralIntegratedWithinMartins'Algorithm.
79HugoFouchal,XavierGandibleux,andFabienLehuédéviiviiiContents8PenaltyRulesinMulticriteriaGeneticSearch91GrzegorzKolochandTomaszSzapiroPartIIIMCDMApplications9TheBi-CriterialApproachtoProjectCostandScheduleBuffersSizing105PaweBaszczyk,TomaszBaszczyk,andMariaB.
Kania10TheMulti-ObjectiveAlternativeAssetsInvestmentOptimizationModelonSovereignWealthFundsBasedonRiskControl115JingYu,BinXu,andYongShi11ANewToolforFeatureExtractionandItsApplicationtoCreditRiskAnalysis.
131PaweBaszczyk12AlgorithmforMCDMinIntelligentBrakingDiagnosticsSystemofRailwayTransport143AnatolyLevchenkov,MikhailGorobetz,LeonidsRibickis,andPeterisBalckars13TheOnlineAdvertisingTypesofChoicesBasedonDEAMethod157XianglanJiang,YingjinLu,andWen-boYang14ExaminationofDecisionSupportSystemsforCompositeCBAandMCDAAssessmentsofTransportInfrastructureProjects167MichaelBruhnBarfod,AndersVestergaardJensen,andSteenLeleur15AnEntropy-WeightedClusteringMethodforEnvironmentalPollutionAssessmentinChina.
177GangKou,QiaoliSun,andYiPeng16UnconstrainedTwo-ObjectiveLand-UsePlanningBased-onNSGA-IIforChemicalIndustryPark189MingXuandZongzhiWu17RobustnessinEconomicDevelopmentStudies:TheCaseofTanzania199WillemKarelM.
BrauersandEdmundasKazimierasZavadskasContributorsPeterisBalckarsRigaTechnicalUniversity,1,KalkuStreet,Riga,1658,Latvia,peteris@dzti.
edu.
lvMichaelBruhnBarfodDepartmentofTransport,TechnicalUniversityofDenmark,Bygningstorvet115,2800Kgs,Lyngby,Denmark,mbb@transport.
dtu.
dkPaweBaszczykInstituteofMathematics,UniversityofSilesia,14BankowaStreet,40-007Katowice,Poland,pblaszcz@math.
us.
edu.
plTomaszBaszczykUniversityofEconomicsinKatowice,ul.
1Maja50,40-287Katowice,Poland,tomasz.
blaszczyk@ue.
katowice.
plWillemKarelM.
BrauersFacultyofAppliedEconomics,UniversityofAntwerp,Birontlaan,97,2600Antwerpen,Belgium,willem.
brauers@ua.
ac.
bePhilippeDepinceIRCCyN,EcoleCentraledeNantes,1ruedelaNo,BP92101,44321NantesCedex-03,France,Philippe.
Depinceg@irccyn.
ec-nantes.
frDajiErguSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,ChinaandSouthwestUniversityforNationalities,Chengdu610200,China,ergudaji@163.
comHugoFouchalLINA,UniversitedeNantes,2ruedelaHoussini_ere,BP92208,44322NantesCedex-03,France,Hugo.
Fouchal@univ-nantes.
frandIRCCyN,coledesMinesdeNantes,4rueAlfredKastler,44307Nantes,FranceXavierGandibleuxLINA,UniversitedeNantes,2ruedelaHoussinière,BP92208,44322NantesCedex-03,France,Xavier.
Gandibleux@univ-nantes.
frMikhailGorobetzRigaTechnicalUniversity,1,KalkuStreet,Riga,1658,Latvia,mihails.
gorobecs@rtu.
lvBenoitGuedasIRCCyN,EcoleCentraledeNantes,1ruedelaNo,BP92101,44321NantesCedex-03,France,Benoit.
Guedas@irccyn.
ec-nantes.
frixxContributorsYacovY.
HaimesL.
R.
QuarlesProfessorofSystemsandInformationEngineering,CenterforRiskManagementofEngineeringSystems,UniversityofVirginia,Charlottesville,VA,USA,Haimes@virginia.
eduMarkusHartikainenDepartmentofMathematicalInformationTechnology,UniversityofJyvaskyla,Jyvaskyla,FinlandAndersVestergaardJensenDepartmentofTransport,TechnicalUniversityofDenmark,Bygningstorvet115,2800Kgs,Lyngby,Denmark,avj@transport.
dtu.
dkXianglanJiangSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,xianglan196@yahoo.
com.
cnMariaB.
KaniaInstituteofMathematics,UniversityofSilesia,ul.
Bankowa14,40-007Katowice,Poland,mkania@math.
us.
edu.
plGrzegorzKolochWarsawSchoolofEconomics,Al.
Niepodleglosci164,02-554,Warsaw,Poland,gkoloch@gmail.
comGangKouSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,kougang@yahoo.
comFabienLehuedeEcoledesMinesdeNantes,4rueAlfredKastler,44307Nantes,France,Fabien.
Lehuede@emn.
frSteenLeleurDepartmentofTransport,TechnicalUniversityofDenmark,Bygningstorvet115,2800Kgs,Lyngby,DenmarkAnatolyLevchenkovRigaTechnicalUniversity,1,KalkuStreet,Riga,1658,Latvia,anatolijs.
levcenkovs@rtu.
lvYingjinLuSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,luyingjin@uestc.
edu.
cnKaisaMiettinenDepartmentofMathematicalInformationTechnology,UniversityofJyvaskyla,Jyvaskyla,FinlandYiPengSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,pengyicd@gmail.
comLeonidsRibickisRigaTechnicalUniversity,1,KalkuStreet,Riga,1658,Latvia,leonids.
ribickis@rtu.
lvYongShiResearchCenteronFictitiousEconomyandDataSciences,ChineseAcademyofSciences,Beijing100190,China,yshi@gucas.
ac.
cnandCollegeofInformationScienceandTechnology,UniversityofNebraskaatOmaha,Omaha,NE68182,USA,yshi@unomaha.
eduQiaoliSunSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,ChinaContributorsxiTomaszSzapiroWarsawSchoolofEconomics,Al.
Niepodleglosci164,02-554Warsaw,Poland,tszapiro@sgh.
waw.
plMargaretM.
WiecekClemsonUniversity,Clemson,SC,USAZongzhiWuChinaAcademyofSafetyScienceandTechnology,XueyuanStreet29,HaidianDistrict,Beijing100012,China,wuzongzhi@sina.
vip.
comBinXuSchoolofAccountancy,CentralUniversityofFinanceandEconomic,Beijing100081,ChinaMingXuSchoolofEngineeringandTechnology,ChinaUniversityofGeosciences,Beijing100083,China,xuming@cugb.
edu.
cnWen-boYangSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,yangwenbo76@163.
comJingYuResearchCenteronFictitiousEconomyandDataSciences,ChineseAcademyofSciences,Beijing100190,ChinaandDagongGlobalCreditCo,Ltd,Beijing100125,China,yujing3721@163.
comEdmundasKazimierasZavadskasVilniusGediminasTechnicalUniversity,Sauletekioav.
11,Vilnius,10223,Lithuania,edmundas.
zavadskas@adm.
vtu.
ltMilanZelenyFordhamUniversity,NewYork,NY,USAandTomasBataUniversity,Zlin,CzechRepublic,mzeleny@fordham.
edu
BeckmannH.
P.
KünziManagingEditors:Prof.
Dr.
G.
FandelFachbereichWirtschaftswissenschaftenFernuniversittHagenFeithstr.
140/AVZII,58084Hagen,GermanyProf.
Dr.
W.
TrockelInstitutfürMathematischeWirtschaftsforschung(IMW)UniversittBielefeldUniversittsstr.
25,33615Bielefeld,GermanyEditorialBoard:H.
Dawid,D.
Dimitrow,A.
Gerber,C-J.
Haake,C.
Hofmann,T.
Pfeiffer,R.
Slowinski,W.
H.
M.
ZijmForfurthervolumes:http://www.
springer.
com/series/300YongShiShouyangWangGangKouJyrkiWalleniusEditorsNewStateofMCDMinthe21stCenturySelectedPapersofthe20thInternationalConferenceonMultipleCriteriaDecisionMaking2009123EditorsProfessorYongShiResearchCenteronFictitiousEconomyandDataScienceGraduateUniversityofChineseAcademyofSciencesZhongguancunEastRoad,No80Building6,Room203Beijing,100190People'sRepublicofChinayshi@gucas.
ac.
cnandCollegeofInformationScienceandTechnologyUniversityofNebraskaatOmahaOmaha,NE68182USAyshi@unomaha.
eduProfessorGangKou,PhDSchoolofManagementandEconomicsUniversityofElectronicScienceandTechnologyofChinaNo4Section2,NorthJianseRd.
Chengdu,610054People'sRepublicofChinakougang@yahoo.
comProfessorDr.
ShouyangWangAcademyofMathematicsandSystemsScienceChineseAcademyofSciencesZhonguancunEastRoadNo.
55,HaidianBeijing,100190People'sRepublicofChinasywang@amss.
ac.
cnProfessorDr.
JyrkiWalleniusAaltoUniversitySchoolofEconomicsPOB2121000076AaltoFinlandjyrki.
wallenius@aalto.
ISSN0075-8442ISBN978-3-642-19694-2e-ISBN978-3-642-19695-9DOI10.
1007/978-3-642-19695-9SpringerHeidelbergDordrechtLondonNewYorkLibraryofCongressControlNumber:2011929784cSpringer-VerlagBerlinHeidelberg2011Thisworkissubjecttocopyright.
Allrightsarereserved,whetherthewholeorpartofthematerialisconcerned,specicallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broadcasting,reproductiononmicrolmorinanyotherway,andstorageindatabanks.
DuplicationofthispublicationorpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965,initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.
ViolationsareliabletoprosecutionundertheGermanCopyrightLaw.
Theuseofgeneraldescriptivenames,registerednames,trademarks,etc.
inthispublicationdoesnotimply,evenintheabsenceofaspecicstatement,thatsuchnamesareexemptfromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.
Coverdesign:eStudioCalamarS.
L.
Printedonacid-freepaperSpringerispartofSpringerScience+BusinessMedia(www.
springer.
com)PrefaceThisbookisthepostconferenceproceedingsofMCDM2009,theTwentiethInternationalConferenceonMultipleCriteriaDecisionMakinghasbeenheldatChengdu,China,June21–26,2009.
Theconferencehasemergedastheglobalforumdedicatedtothesharingoforiginalresearchresultsandpracticaldevelopmentexperiencesamongresearchersandapplicationdevelopersfromdifferentmultiplecriteriadecisionmakingrelatedareas.
ThethemeforMCDM2009was"NewStateofMCDMin21stCentury",whichisalsousedasthetitleofthisbook.
Thecon-ferencehasreceivedmorethan350submissions,outofwhich121wereaccepted.
Thisincluded72regularpapersand49shortpapers.
Thereweremorethan250participantsfrom31countriesandregionsattendedtheconference.
Afterapostconference'speer-reviewingprocess,weselected17paperscon-tributedby35authorsandco-authorsfromtencountries:Belgium,China,CzechRepublic,Denmark,Finland,France,Latvia,Lithuania,PolandandUSAtoformu-latethisbook.
Thecontentsofthisbookconsistofthreeparts:MCDMFoundationandTheory,MCDMMethodology,andMCDMApplications.
TherewerefourpapersinMCDMFoundationandTheory.
Therstpaper"MCDM:InSearchofNewParadigms.
.
.
"iscontributedbyMilanZeleny.
Thesecondpaper"HarmonizingtheOmnipresenceofMCDMinTechnology,Society,andPolicy"iswrittenbyYacovY.
Haimes.
Thethirdpaper"DecisionMakingonParetoFrontApproximationswithInherentNondominance",iscontributedbyMarkusHartikainen,KaisaMiettinen,andMargaretM.
Wiecek,whiletheforthpaper"ANewConsistencyIndexforComparisonMatricesinTheANP"isfromDajiErgu,GangKou,YiPengandYongShi.
MCDMMethodologyhasfourpapers.
Therstpaper"EstimatingtheRobust-nessofCompositeCBA&MCAAssessmentsbyVariationofCriteriaImportanceOrder"iscontributedbyAndersVestergaardJensen,MichaelBruhnBarfod,andSteenLeleur.
Thesecondpaper"CompromiseBasedEvolutionaryMultiobjec-tiveOptimizationAlgorithmforMultidisciplinaryOptimization"isfromBenoitGuedas,XavierGandibleux,andPhilippeDepince.
Thethirdpaper"ALowerBoundoftheChoquetIntegralIntegratedwithinMartins'Algorithm"iswrittenbyHugoFouchal,XavierGandibleux,andFabienLehuede.
Theforthpaper"PenaltyRulesinMulticriteriaGeneticSearch"isfromGrzegorzKolochandTomaszSzapiro.
vviPrefaceThereareninepapersrelatedtovariousMCDMApplications.
Therstpaper"TheBi-CriteriaApproachtoProjectCostandScheduleBuffersSizing"isdonebyPaweBaszczyk,TomaszBaszczyk,andMariaB.
Kania.
Thesecondpaper"TheMulti-objectiveAlternativeassetsInvestmentOptimizationModelonSovereignWealthFundsBasedonRiskControl"iscontributedbyJingYu,BinXuandYongShi.
Thethirdpaper"ANewToolforFeatureExtractionandItsApplicationtoCreditRiskAnalysis"iswrittenbyPaweBaszczyk.
Theforthpaper"AlgorithmforMCDMinIntelligentBrakingDiagnosticsSystemofRailwayTransport"isfromAnatolyLevchenkov,MikhailGorobetz,LeonidsRibickis,andPeterisBal-ckars.
Thefthpaper"TheOnlineAdvertisingTypesofChoicesBasedonDEAMethod"isprovidedbyXianglanJiang,YingjinLuandWenboYang.
Thesixthpaper"ExaminationofDecisionSupportSystemsforCompositeCBA&MCDAAssessmentsofTransportInfrastructureProjects"isfromMichaelBruhnBarfod,AndersVestergaardJensen,andSteenLeleur.
Theseventhpaper"AnEntropy-weightedClusteringMethodforEnvironmentalPollutionAssessmentinChina"ispresentedbyGangKou,QiaoliSun,andYiPeng.
Theeighthpaper"UnconstrainedTwo-objectiveLand-usePlanningBased-onNSGA-IIforChemicalIndustryPark"iscontributedbyMingXuandZongzhiWu.
Thelastpaper"RobustnessinEco-nomicDevelopmentStudies:ThecaseofTanzania"isdonebyWillemKarelM.
BrauersandEdmundasKazimierasZavadskas.
WewishthisbookwillserveasausefulsourceforthereaderswhohaveinterestsintheprogressofMCDMresearchandpractice.
Chengdu,ChinaYongShiJanuary1,2011ShouyangWangGangKouWalleniusJyrkiContentsPartIMCDMFoundationandTheory1MCDM:InSearchofNewParadigms3MilanZeleny2HarmonizingtheOmnipresenceofMCDMinTechnology,Society,andPolicy13YacovY.
Haimes3DecisionMakingonParetoFrontApproximationswithInherentNondominance35MarkusHartikainen,KaisaMiettinen,andMargaretM.
Wiecek4ANewConsistencyIndexforComparisonMatricesintheANP47DajiErgu,GangKou,YiPeng,andYongShiPartIIMCDMMethodology5EstimatingtheRobustnessofCompositeCBAandMCAAssessmentsbyVariationofCriteriaImportanceOrder59AndersVestergaardJensen,MichaelBruhnBarfod,andSteenLeleur6CompromiseBasedEvolutionaryMultiobjectiveOptimizationAlgorithmforMultidisciplinaryOptimization69BenotGuédas,XavierGandibleux,andPhilippeDépincé7ALowerBoundoftheChoquetIntegralIntegratedWithinMartins'Algorithm.
79HugoFouchal,XavierGandibleux,andFabienLehuédéviiviiiContents8PenaltyRulesinMulticriteriaGeneticSearch91GrzegorzKolochandTomaszSzapiroPartIIIMCDMApplications9TheBi-CriterialApproachtoProjectCostandScheduleBuffersSizing105PaweBaszczyk,TomaszBaszczyk,andMariaB.
Kania10TheMulti-ObjectiveAlternativeAssetsInvestmentOptimizationModelonSovereignWealthFundsBasedonRiskControl115JingYu,BinXu,andYongShi11ANewToolforFeatureExtractionandItsApplicationtoCreditRiskAnalysis.
131PaweBaszczyk12AlgorithmforMCDMinIntelligentBrakingDiagnosticsSystemofRailwayTransport143AnatolyLevchenkov,MikhailGorobetz,LeonidsRibickis,andPeterisBalckars13TheOnlineAdvertisingTypesofChoicesBasedonDEAMethod157XianglanJiang,YingjinLu,andWen-boYang14ExaminationofDecisionSupportSystemsforCompositeCBAandMCDAAssessmentsofTransportInfrastructureProjects167MichaelBruhnBarfod,AndersVestergaardJensen,andSteenLeleur15AnEntropy-WeightedClusteringMethodforEnvironmentalPollutionAssessmentinChina.
177GangKou,QiaoliSun,andYiPeng16UnconstrainedTwo-ObjectiveLand-UsePlanningBased-onNSGA-IIforChemicalIndustryPark189MingXuandZongzhiWu17RobustnessinEconomicDevelopmentStudies:TheCaseofTanzania199WillemKarelM.
BrauersandEdmundasKazimierasZavadskasContributorsPeterisBalckarsRigaTechnicalUniversity,1,KalkuStreet,Riga,1658,Latvia,peteris@dzti.
edu.
lvMichaelBruhnBarfodDepartmentofTransport,TechnicalUniversityofDenmark,Bygningstorvet115,2800Kgs,Lyngby,Denmark,mbb@transport.
dtu.
dkPaweBaszczykInstituteofMathematics,UniversityofSilesia,14BankowaStreet,40-007Katowice,Poland,pblaszcz@math.
us.
edu.
plTomaszBaszczykUniversityofEconomicsinKatowice,ul.
1Maja50,40-287Katowice,Poland,tomasz.
blaszczyk@ue.
katowice.
plWillemKarelM.
BrauersFacultyofAppliedEconomics,UniversityofAntwerp,Birontlaan,97,2600Antwerpen,Belgium,willem.
brauers@ua.
ac.
bePhilippeDepinceIRCCyN,EcoleCentraledeNantes,1ruedelaNo,BP92101,44321NantesCedex-03,France,Philippe.
Depinceg@irccyn.
ec-nantes.
frDajiErguSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,ChinaandSouthwestUniversityforNationalities,Chengdu610200,China,ergudaji@163.
comHugoFouchalLINA,UniversitedeNantes,2ruedelaHoussini_ere,BP92208,44322NantesCedex-03,France,Hugo.
Fouchal@univ-nantes.
frandIRCCyN,coledesMinesdeNantes,4rueAlfredKastler,44307Nantes,FranceXavierGandibleuxLINA,UniversitedeNantes,2ruedelaHoussinière,BP92208,44322NantesCedex-03,France,Xavier.
Gandibleux@univ-nantes.
frMikhailGorobetzRigaTechnicalUniversity,1,KalkuStreet,Riga,1658,Latvia,mihails.
gorobecs@rtu.
lvBenoitGuedasIRCCyN,EcoleCentraledeNantes,1ruedelaNo,BP92101,44321NantesCedex-03,France,Benoit.
Guedas@irccyn.
ec-nantes.
frixxContributorsYacovY.
HaimesL.
R.
QuarlesProfessorofSystemsandInformationEngineering,CenterforRiskManagementofEngineeringSystems,UniversityofVirginia,Charlottesville,VA,USA,Haimes@virginia.
eduMarkusHartikainenDepartmentofMathematicalInformationTechnology,UniversityofJyvaskyla,Jyvaskyla,FinlandAndersVestergaardJensenDepartmentofTransport,TechnicalUniversityofDenmark,Bygningstorvet115,2800Kgs,Lyngby,Denmark,avj@transport.
dtu.
dkXianglanJiangSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,xianglan196@yahoo.
com.
cnMariaB.
KaniaInstituteofMathematics,UniversityofSilesia,ul.
Bankowa14,40-007Katowice,Poland,mkania@math.
us.
edu.
plGrzegorzKolochWarsawSchoolofEconomics,Al.
Niepodleglosci164,02-554,Warsaw,Poland,gkoloch@gmail.
comGangKouSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,kougang@yahoo.
comFabienLehuedeEcoledesMinesdeNantes,4rueAlfredKastler,44307Nantes,France,Fabien.
Lehuede@emn.
frSteenLeleurDepartmentofTransport,TechnicalUniversityofDenmark,Bygningstorvet115,2800Kgs,Lyngby,DenmarkAnatolyLevchenkovRigaTechnicalUniversity,1,KalkuStreet,Riga,1658,Latvia,anatolijs.
levcenkovs@rtu.
lvYingjinLuSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,luyingjin@uestc.
edu.
cnKaisaMiettinenDepartmentofMathematicalInformationTechnology,UniversityofJyvaskyla,Jyvaskyla,FinlandYiPengSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,pengyicd@gmail.
comLeonidsRibickisRigaTechnicalUniversity,1,KalkuStreet,Riga,1658,Latvia,leonids.
ribickis@rtu.
lvYongShiResearchCenteronFictitiousEconomyandDataSciences,ChineseAcademyofSciences,Beijing100190,China,yshi@gucas.
ac.
cnandCollegeofInformationScienceandTechnology,UniversityofNebraskaatOmaha,Omaha,NE68182,USA,yshi@unomaha.
eduQiaoliSunSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,ChinaContributorsxiTomaszSzapiroWarsawSchoolofEconomics,Al.
Niepodleglosci164,02-554Warsaw,Poland,tszapiro@sgh.
waw.
plMargaretM.
WiecekClemsonUniversity,Clemson,SC,USAZongzhiWuChinaAcademyofSafetyScienceandTechnology,XueyuanStreet29,HaidianDistrict,Beijing100012,China,wuzongzhi@sina.
vip.
comBinXuSchoolofAccountancy,CentralUniversityofFinanceandEconomic,Beijing100081,ChinaMingXuSchoolofEngineeringandTechnology,ChinaUniversityofGeosciences,Beijing100083,China,xuming@cugb.
edu.
cnWen-boYangSchoolofManagementandEconomics,UniversityofElectronicScienceandTechnologyofChina,Chengdu610054,China,yangwenbo76@163.
comJingYuResearchCenteronFictitiousEconomyandDataSciences,ChineseAcademyofSciences,Beijing100190,ChinaandDagongGlobalCreditCo,Ltd,Beijing100125,China,yujing3721@163.
comEdmundasKazimierasZavadskasVilniusGediminasTechnicalUniversity,Sauletekioav.
11,Vilnius,10223,Lithuania,edmundas.
zavadskas@adm.
vtu.
ltMilanZelenyFordhamUniversity,NewYork,NY,USAandTomasBataUniversity,Zlin,CzechRepublic,mzeleny@fordham.
edu
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