Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I PDF
Preview Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I
António Gaspar-Cunha Carlos Henggeler Antunes Carlos Coello Coello (Eds.) Evolutionary 8 1 Multi-Criterion 0 9 S C Optimization N L 8th International Conference, EMO 2015 Guimarães, Portugal, March 29 – April 1, 2015 Proceedings, Part I 123 Lecture Notes in Computer Science 9018 CommencedPublicationin1973 FoundingandFormerSeriesEditors: GerhardGoos,JurisHartmanis,andJanvanLeeuwen EditorialBoard DavidHutchison LancasterUniversity,Lancaster,UK TakeoKanade CarnegieMellonUniversity,Pittsburgh,PA,USA JosefKittler UniversityofSurrey,Guildford,UK JonM.Kleinberg CornellUniversity,Ithaca,NY,USA FriedemannMattern ETHZürich,Zürich,Switzerland JohnC.Mitchell StanfordUniversity,Stanford,CA,USA MoniNaor WeizmannInstituteofScience,Rehovot,Israel C.PanduRangan IndianInstituteofTechnology,Madras,India BernhardSteffen TUDortmundUniversity,Dortmund,Germany DemetriTerzopoulos UniversityofCalifornia,LosAngeles,CA,USA DougTygar UniversityofCalifornia,Berkeley,CA,USA GerhardWeikum MaxPlanckInstituteforInformatics,Saarbrücken,Germany Moreinformationaboutthisseriesathttp://www.springer.com/series/7407 · António Gaspar-Cunha Carlos Henggeler Antunes Carlos Coello Coello (Eds.) Evolutionary Multi-Criterion Optimization 8th International Conference, EMO 2015 Guimarães, Portugal, March 29 – April 1, 2015 Proceedings, Part I ABC Editors AntónioGaspar-Cunha CarlosCoelloCoello InstituteforPolymersandComposites/I3N CINVESTAV-IPN UniversityofMinho Depto.deComputacíon Guimarães Col.SanPedroZacatenco Portugal Mexico CarlosHenggelerAntunes Dept.ofElectricalandComputerEngg. UniversityofCoimbra Coimbra Portugal ISSN0302-9743 ISSN1611-3349 (electronic) LectureNotesinComputerScience ISBN978-3-319-15933-1 ISBN978-3-319-15934-8 (eBook) DOI10.1007/978-3-319-15934-8 LibraryofCongressControlNumber:2015932656 LNCSSublibrary:SL1–TheoreticalComputerScienceandGeneralIssues SpringerChamHeidelbergNewYorkDordrechtLondon (cid:2)c SpringerInternationalPublishingSwitzerland2015 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe materialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broad- casting,reproduction onmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstorage andretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknown orhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher, theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication. Neitherthepublishernortheauthorsorthe editorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforanyerrorsor omissionsthatmayhavebeenmade. Printedonacid-freepaper SpringerInternationalPublishingAGSwitzerlandispartofSpringerScience+BusinessMedia (www.springer.com) Preface EMOisabiennialinternationalconferenceseriesdevotedtothetheoryandpracticeof evolutionarymulti-criterionoptimization. The first EMO tookplace in 2001in Zürich(Switzerland),with later conferences taking place in Faro (Portugal) in 2003, Guanajuato (Mexico) in 2005, Matsushima- Sendai (Japan) in 2007, Nantes (France) in 2009, Ouro Preto (Brazil) in 2011, and Sheffield(UK)in2013.Theproceedingsofthisseriesofconferenceshavebeenpub- lished as a volume in Lecture Notes in Computer Science (LNCS), respectively, in volumes1993,2632,3410,4403,5467,6576,and7811. The 8th International Conference on Evolutionary Multi-Criterion Optimization (EMO2015)tookplaceinGuimarães,Portugal,fromMarch29toApril1,2015.The eventwasorganizedbytheUniversityofMinho.Followingthesuccessofthetwopre- viousEMOconferences,aspecialtrackwasofferedaimingtofosterfurthercooperation betweentheEMOandthemultiplecriteriadecisionmaking(MCDM).Also,aspecial trackonreal-worldapplications(RWA)wasendorsed. EMO 2015 received 90 full-length papers, which were submitted to a rigorous single-blindpeer-reviewprocess,withaminimumofthreerefereesperpaper.Follow- ingthisprocess,atotalof68paperswereacceptedforpresentationandpublicationin this volume,from which 40 were chosen for oral and 24 for poster presentation.The selectedpapersweredistributedthroughthedifferenttracksasfollows:46maintrack, 6MCDMtrack,and16RWAtrack. The conference benefitted from the presentationsof plenary speakers on research subjectsfundamentaltotheEMOfield:ThomasStüetzle,fromtheIRIDIAlaboratory ofUniversitélibredeBruxelles(ULB),Belgium;MuratKöksalan,fromtheIndustrial Engineering Department of Middle East Technical University, Ankara, Turkey; Luís Santos, from the University of São Paulo and Embraer,Brazil; Carlos Fonseca, from theUniversityofCoimbra,Portugal. Fromthebeginning,thisconferenceprovidedsignificantadvancesinrelevantsub- jects of evolutionary multi-criteria optimization. This event aimed to continue these typeofdevelopments,beingthepaperspresentedfocusedon:theoreticalaspects,algo- rithmsdevelopment,many-objectivesoptimization,robustnessandoptimizationunder uncertainty,performanceindicators,multiplecriteriadecisionmaking,andreal-world applications. Finally,wewouldexpressourgratitudetotheplenaryspeakersforacceptingourin- vitation,toalltheauthorswhosubmittedtheirwork,tothemembersoftheInternational ProgramCommitteefortheirhardwork,tothemembersoftheOrganizingCommittee, particularlyLinoCosta,andtotheTrackChairsKaisaMiettinen,SalvatoreGreco,and VI Preface RobinPurshouse.WewouldliketoacknowledgethesupportoftheSchoolofEngineer- ingoftheUniversityofMinho.WewouldalsoliketothankAlfredHofmannandAnna KrameratSpringerfortheirsupportinpublishingtheseproceedings. March2015 AntónioGaspar-Cunha CarlosHenggelerAntunes CarlosCoelloCoello Organization Committees GeneralChairs AntónioGaspar-Cunha UniversityofMinho,Portugal CarlosHenggelerAntunes UniversityofCoimbra,Portugal CarlosCoelloCoello CINVESTAV-IPN,Mexico MCDMTrackChairs KaisaMiettinen UniversityofJyväskylä,Finland SalvatoreGreco UniversityofCatania,Italy Real-worldApplicationsTrackChairs RobinPurshouse UniversityofSheffield,UK CarlosHenggelerAntunes UniversityofCoimbra,Portugal EMO Steering Committee CarlosCoelloCoello CINVESTAV-IPN,Mexico DavidCorne Heriot-WattUniversity,UK KalyanmoyDeb MichiganStateUniversity,USA PeterFleming UniversityofSheffield,UK CarlosM.Fonseca UniversityofCoimbra,Portugal HisaoIshibuchi OsakaPrefectureUniversity,Japan JoshuaKnowles UniversityofManchester,UK KaisaMiettinen UniversityofJyväskylä,Finland J.DavidSchaffer BinghamtonUniversity,USA LotharThiele ETHZürich,Switzerland EckartZitzler PHBern,Switzerland Local OrganizationCommittee AntónioGaspar-Cunha UniversityofMinho,Portugal PedroOliveira UniversityofPorto,Portugal LinoCosta UniversityofMinho,Portugal M.FernandaP.Costa UniversityofMinho,Portugal IsabelEspíritoSanto UniversityofMinho,Portugal A.IsmaelF.Vaz UniversityofMinho,Portugal AnaMariaA.C.Rocha UniversityofMinho,Portugal VIII Organization Program Committee AjithAbraham MIRLabs,USA AdielAlmeida FederalUniversityofPernambuco,Brazil MariaJoãoAlves UniversityofCoimbra,Portugal HelioBarbosa LaboratórioNacionaldeComputaçãoCientífica, Brazil MatthieuBasseur LERIALab.,France JuergenBranke UniversityofWarwick,UK DimoBrockhoff INRIALille-NordEurope,France MarcoChiarandini UniversityofSouthernDenmark,Denmark Sung-BaeCho YonseiUniversity,SouthKorea LeandroCoelho PontificalCatholicUniversityofParana,Brazil SalvatoreCorrente UniversityofCatania,Italy M.FernandaP.Costa UniversityofMinho,Portugal ClarisseDhaenens UniversityofLille1,France YvesDeSmet UniversitélibredeBruxelles,Belgium AlexandreDelbem InstituteofMathematicalandComputerSciences, Brazil MichaelDoumpos TechnicalUniversityofCrete,Greece MichaelEmmerich LeidenUniversity,Netherlands AndriesEngelbrecht UniversityofPretoria,SouthAfrica IsabelEspíritoSanto UniversityofMinho,Portugal JonathanFieldsend UniversityofExeter,UK JoséFigueira CEG-IST,Portugal PeterFleming UniversityofSheffield,UK AntónioGaspar-Cunha UniversityofMinho,Portugal MartinJosefGeiger Helmut-Schmidt-Universität,Germany IoannisGiagkiozis UniversityofSheffield,UK ChristianGrimme UniversityofMünster,Germany WalterGutjahr UniversityofVienna,Austria FranciscoHerrera UniversityofGranada,Spain Jin-KaoHao UniversityofAngers,France EvanHughes WhiteHorseRadarLimited,UK MasahiroInuiguchi OsakaUniversity,Japan HisaoIshibuchi OsakaPrefectureUniversity,Japan YaochuJin UniversityofSurrey,UK LaetitiaJourdan UniversityofLille1,France Organization IX NaokiKatoh KyotoUniversity,Japan FrankKlawonn OstfaliaUniversity,Germany JoshuaKnowles UniversityofManchester,UK MarioKoeppen KyushuInstituteofTechnology,Japan MaryKurz ClemsonUniversity,USA JuanLeyva UniversidaddeOccidente,Mexico ArnaudLiefooghe UniversityofLille1,France JoseA.Lozano UniversityoftheBasqueCountry,Spain RobertLygoe FordMotorCompany,UK ManuelLópez-Ibáñez UniversitéLibredeBruxelles,Belgium MaszatulMansor UniversityofSheffield,UK JoséM.Merigó UniversityofManchester,UK EfrénMezura-Montes UniversityofVeracruz,Mexico MartinMiddendorf UniversityofLeipzig,Germany JulianMolina UniversityofMalaga,Spain BorisNaujoks CologneUniversityofAppliedSciences,Germany AntonioNebro UniversityofMalaga,Spain AmosNg UniversityofSkövde,Sweden PedroOliveira UniversityofPorto,Portugal LuisPaquete UniversityofCoimbra,Portugal GeoffreyParks UniversityofCambridge,UK AuroraPozo FederalUniversityofParana,Brazil Radu-EmilPrecup PolitehnicaUniversityofTimisoara,Romania RobinPurshouse UniversityofSheffield,UK TapabrataRay UNSW,Australia AnaMariaA.C.Rocha UniversityofMinho,Portugal PeterRockett UniversityofSheffield,UK CarlosRomero TechnicalUniversityofMadrid,Spain MarcSchoenauer INRIASaclayÎle-de-France,France OliverSchuetze Cinvestav-IPN,Mexico MarcSevaux UniversityofSouthBrittany,France JohannesSiebert UniversitätBayreuth,Germany AnkurSinha AaltoUniversity,Finland TheodorStewart UniversityofCapeTown,SouthAfrica ThomasStuetzle UniversitéLibredeBruxelles,Belgium RicardoTakahashi UniversidadeFederaldeMinasGerais,Brazil KayChenTan NationalUniversityofSingapore,Singapore JürgenTeich UniversityofErlangen-Nuremberg,Germany LotharThiele SwissFederalInstituteofTechnologyZurich, Switzerland SantoshTiwari GeneralMotorsCompany,USA
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