Learning and Intelligent Optimization: 16th International Conference, LION 16, Milos Island, Greece, June 5–10, 2022, Revised Selected Papers PDF
Preview Learning and Intelligent Optimization: 16th International Conference, LION 16, Milos Island, Greece, June 5–10, 2022, Revised Selected Papers
Dimitris E. Simos Varvara A. Rasskazova Francesco Archetti Ilias S. Kotsireas Panos M. Pardalos (Eds.) 1 2 6 3 Learning and 1 S C Intelligent Optimization N L 16th International Conference, LION 16 Milos Island, Greece, June 5–10, 2022 Revised Selected Papers Lecture Notes in Computer Science 13621 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558 · · Dimitris E. Simos Varvara A. Rasskazova · · Francesco Archetti Ilias S. Kotsireas Panos M. Pardalos (Eds.) Learning and Intelligent Optimization 16th International Conference, LION 16 Milos Island, Greece, June 5–10, 2022 Revised Selected Papers Editors DimitrisE.Simos VarvaraA.Rasskazova SBAResearch MoscowAviationInstitute(National Vienna,Austria ResearchUniversity) Moscow,Russia GrazUniversityofTechnology Graz,Austria IliasS.Kotsireas WilfridLaurierUniversity FrancescoArchetti Waterloo,ON,Canada UniversitàdegliStudidiMilano-Bicocca Milan,Italy PanosM.Pardalos UniversityofFlorida Gainesville,FL,USA ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-24865-8 ISBN 978-3-031-24866-5 (eBook) https://doi.org/10.1007/978-3-031-24866-5 ©SpringerNatureSwitzerlandAG2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface Thesixteenthinstallmentoftheinternationalconferenceseries“LearningandIntelligent Optimization”(LION16)tookplaceinMilos,Greece,duringJune5–10,2022,atthe MilosConferenceCenterwiththeparticipationofresearchersandacademiciansfrom23 countries,fromChinatoBrazil,acrossfivecontinents.AstherepercussionsofCOVID- 19continuedinsomecountriesandregions,allsessionsweredigitallybroadcastedin real-time. Thus, all participants had the option to join and give their talk in a remote setting.LION16featuredsixinvitedtalks: – “How does our mind emerge from our brain?”, a plenary talk given by Christos Papadimitriou(ColumbiaUniversity,USA), – “Crops, Tuples, and Disasters”, a tutorial talk given by Bernhard Garn, Klaus Kieseberg,andDimitrisE.Simos(MATRISResearchGroup,SBAResearch,Austria), – “ARandomGeneratorofHypergraphsEnsembles”,atutorialtalkpresentedbyMario Rosario Guarracino, Amor Messaoud, Yassine Msakni, Giovanni Camillo Porzio (UniversityofCassinoandSouthernLazio,Italy,andEcoleSupérieuredeCommerce deTunis,Tunisia), – “Numerical Infinities and Infinitesimals in Optimization”, a tutorial talk given by YaroslavD.Sergeyev(UniversityofCalabria,Italy), – “TourismandHospitality:RelevantProblemsforMachineLearningandIntelligent Optimization”, a tutorial talk given by Roberto Battiti (University of Trento and CiaomanagerSRL,Italy),and – “Distributed Adaptive Gradient Methods for Online Optimization”, a tutorial talk givenbyGeorgeMichailidis(UniversityofFlorida,USA). We would like to thank the authors for contributing their work, and the reviewers whosetirelesseffortsresultedinkeepingthequalityofthecontributionsatthehighest standards.Thisvolumecontains39refereedpaperscarefullyselectedfrom60submis- sionsusingaXXsingle-blindpeerreviewprocess,withaminimumoftworeviewsper paper.Authorsofselectedpaperswereinvitedtorevisetheirworktakingintoaccount 36fullpapersand3shortpapersforinclusioninthisvolume. TheeditorsalsoexpresstheirgratitudetotheorganizersandsponsorsoftheLION 16conference: – MATRISResearchGroup,SBAResearch,Austria. – CARGOLab,WilfridLaurierUniversity,Canada-APMInstitutefortheAdvance- mentofPhysicsandMathematics. A special thank you goes to the publicity chair of LION 16 (Izem Chaloupka – MATRIS Research Group) for coordinating and managing registrations, communica- tion with participants, the digital media for visibility efforts, online participation, and digital broadcasting, and to the LION 16 volunteers (junior and senior researchers of vi Preface theMATRISResearchGroup:KlausKieseberg,LudwigKampel,andBernhardGarn), for the preparation of the conference, managing a scientifically attractive and intrigu- ing booth, developing disaster scenarios and combinatorial black-box testing games, and presenting gifts to two participants on each day of the event. We also thank SBA ResearchforsponsoringLION16andDanielaFreitag-David(StrategicInnovationand Communication,SBAResearch)forincreasingtheconferencevisibilitythroughonline newsentries. AnotherspecialthankyougoestotheKnuthPrize,Gödel,IEEE-JohnvonNeumann Medal,EATCS,andtheIEEEComputerSocietyCharlesBabbageAwardholder,Chris- tosPapadimitriou(ColumbiaUniversity),forcontributingtothecommunitythroughhis intriguingplenarytalk. After a two-year-long COVID-19 pandemic and virtual conferences, we were delightedtobeabletoassembleandreconnectwiththevibrantLIONcommunitymem- bersphysicallyanddeliverthisLNCSproceedingsvolumeforLION16,inkeepingwith thetraditionofthefourmostrecentLIONconferences[1–4]. June2022 DimitrisE.Simos VarvaraA.Rasskazova FrancescoArchetti IliasS.Kotsireas PanosM.Pardalos References 1. Roberto Battiti, Mauro Brunato, Ilias S. Kotsireas, Panos M. Pardalos (Eds.): Learning and Intelligent Optimization - 12th International Conference, LION 12, Kalamata, Greece, June 10–15, 2018, Revised Selected Papers, Lecture Notes in Computer Science, LNCS 11353, Springer,2019. 2.NikolaosF.Matsatsinis,YannisMarinakis,PanosM.Pardalos(Eds.):LearningandIntelligent Optimization-13thInternationalConference,LION13,Chania,Crete,Greece,May27–31, 2019,RevisedSelectedPapers,LectureNotesinComputerScience,LNCS11968,Springer, 2020. 3.IliasS.Kotsireas,PanosM.Pardalos(Eds.):LearningandIntelligentOptimization-14thInter- nationalConference,LION14,Athens,Greece,May24–28,2020,RevisedSelectedPapers, LectureNotesinComputerScience,LNCS12096,Springer,2020. 4.DimitrisE.Simos,PanosM.Pardalos,IliasS.Kotsireas(Eds.):LearningandIntelligentOpti- mization-15thInternationalConference,LION15,Athens,Greece,June20–25,2021,Revised SelectedPapers.LectureNotesinComputerScience12931,Springer,2021. Organization GeneralChairs PanosM.Pardalos UniversityofFlorida,USA FrancescoArchetti ConsorzioMilanoRicercheandUniversitàdegli StudidiMilano-Bicocca,Italy ProgramCommitteeChairs DimitrisE.Simos SBAResearchandGrazUniversityof Technology,Austria;InformationTechnology Laboratory,NIST,USA VarvaraA.Rasskazova MoscowAviationInstitute,Russia LocalOrganizingCommitteeChair PanosM.Pardalos UniversityofFlorida,USA PublicityChair IzemChaloupka SBAResearch,Austria ProgramCommittee FrancescoArchetti ConsorzioMilanoRicerche,Italy AnnabellaAstorino ICAR-CNR,Italy AmirAtiya CairoUniversity,Egypt RodolfoBaggio BocconiUniversity,Italy RobertoBattiti UniversityofTrento,Italy MaudeJoséeBlondin UniversitéofSherbrooke,Canada ChristianBlum SpanishNationalResearchCouncil(CSIC),Spain JuergenBranke UniversityofWarwick,UK MauroBrunato UniversityofTrento,Italy DimitriosBuhalis BournemouthUniversity,UK SoniaCafieri EcoleNationaledel’AviationCivile,France AntonioCandelieri UniversityofMilano-Bicocca,Italy JohnChinneck CarletonUniversity,Canada KostasChrisagis CityUniversityLondon,UK AndreAugustoCire UniversityofToronto,Canada viii Organization AndredeCarvalho UniversityofSãoPaulo,Brasil PatrickDeCausmaecker KatholiekeUniversiteitLeuven,Belgium RenatoDeLeone UniversityofCamerino,Italy ClarisseDhaenens UniversitéLille1-PolytechLille,CRIStAL, Inria,France LucaDiGaspero UniversityofUdine,Italy CiprianDobre PolitehnicaUniversityofBucharest AdilErzin SobolevInstituteofMathematics,Russia GiovanniFasano UniversityCa’FoscariofVenice,Italy PaolaFesta UniversityofNapoliFedericoII,Italy AntonioFuduli Universita’dellaCalabria,Italy MartinGolumbic UniversityofHaifa,Israel VladimirGrishagin NizhniNovgorodStateUniversity,Russia MarioGuarracino ICAR-CNR,Italy YoussefHamadi UberAI,France CindyHeo EcolehôtelièredeLausanne,Switzerland LaetitiaJourdan Inria,LIFL,CNRS,France ValeriyKalyagin HigherSchoolofEconomics,Russia AlexanderKelmanov SobolevInstituteofMathematics,Russia Marie-EleonoreKessaci UniversitédeLille,France MichaelKhachay KrasovskyInstituteofMathematicsand Mechanics,Russia OlegKhamisov MelentievInstituteofEnergySystems,Russia ZeynepKiziltan UniversityofBologna,Italy YuryKochetov SobolevInstituteofMathematics,Russia IliasKotsireas WilfridLaurierUniversity,Waterloo,Canada DmitriKvasov UniversityofCalabria,Italy DarioLanda-Silva UniversityofNottingham,UK HoaiAnLeThi UniversitédeLorraine,France DanielaLera UniversityofCagliari,Italy VittorioManiezzo UniversityofBologna,Italy SilvanoMartello UniversityofBologna,Italy FrancescoMasulli UniversityofGenoa,Italy NikolaosMatsatsinis TechnicalUniversityofCrete,Greece KaisaMiettinen UniversityofJyväskylä,Finland LaurentMoalic UniversityofHaute-Alsace-IRIMAS,France HosseinMoosaei CharlesUniversity,CzechRepublic SerafeimMoustakidis AiDEASOU,Greece EvgeniNurminski FEFU,Russia PanosM.Pardalos UniversityofFlorida,USA KonstantinosParsopoulos UniversityofIoannina,Greece JunPei HefeiUniversityofTechnology,China Organization ix MarcelloPelillo UniversityofVenice,Italy IoannisPitas AristotleUniversityofThessaloniki,Greece VincenzoPiuri Universita’degliStudidiMilano,Italy MikhailPosypkin DorodnicynComputingCentre,FRCCSCRAS, Russia OlegProkopyev UniversityofPittsburgh,USA HelenaRamalhinho UniversitatPompeuFabra,Spain MauricioResende Amazon,USA AndreaRoli UniversityofBologna,Italy MassimoRoma SapienzaUniversityofRome,Italy ValeriaRuggiero UniversityofFerrara,Italy FrédéricSaubion UniversityofAngers,France AndreaSchaerf UniversityofUdine,Italy MarcSchoenauer InriaSaclayÎle-de-France,France MeinolfSellmann GEResearch,USA SaptarshiSengupta MurrayStateUniversity,USA YaroslavSergeyev UniversityofCalabria,Italy MarcSevaux Lab-STICC,UniversitédeBretagne-Sud,France DimitrisE.Simos SBAResearch,Austria ThomasStützle UniversitéLibredeBruxelles,Belgium TatianaTchemisova UniversityofAveiro,Portugal GerardoToraldo UniversityofNaplesFedericoII,Italy MichaelTrick CarnegieMellonUniversity,USA TobyWalsh TheUniversityofNewSouthWales,Australia DavidWoodruff UniversityofCalifornia,Davis,USA DachuanXu BeijingUniversityofTechnology,China LucaZanni UniversityofModenaandReggioEmilia,Italy QingfuZhang UniversityofEssex,UK,andCityUniversityof HongKong,HongKong,China AnatolyZhigljavsky CardiffUniversity,UK AntanasZilinskas VilniusUniversity,Lithuania JuliusŽilinskas VilniusUniversity,Lithuania
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