Evolutionary Multi-Criterion Optimization: 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part I

466 Pages·2015·15.689 MB·English

by  António Gaspar-Cunha, Carlos Henggeler Antunes, Carlos Coello Coello (eds.)

António Gaspar-Cunha
Carlos Henggeler Antunes
Carlos Coello Coello (Eds.)
Evolutionary
8
1 Multi-Criterion
0
9

S
C Optimization
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8th International Conference, EMO 2015
Guimarães, Portugal, March 29 – April 1, 2015
Proceedings, Part I
123
Lecture Notes in Computer Science 9018
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UniversityofCalifornia,Berkeley,CA,USA
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·
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
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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