Search-Based Software Engineering: 14th International Symposium, SSBSE 2022, Singapore, November 17–18, 2022, Proceedings PDF
Preview Search-Based Software Engineering: 14th International Symposium, SSBSE 2022, Singapore, November 17–18, 2022, Proceedings
Mike Papadakis Silvia Regina Vergilio (Eds.) 1 1 7 Search-Based 3 1 S C Software Engineering N L 14th International Symposium, SSBSE 2022 Singapore, November 17–18, 2022 Proceedings Lecture Notes in Computer Science 13711 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 · Mike Papadakis Silvia Regina Vergilio (Eds.) Search-Based Software Engineering 14th International Symposium, SSBSE 2022 Singapore, November 17–18, 2022 Proceedings Editors MikePapadakis SilviaReginaVergilio UniversitéduLuxembourg FederalUniversityofParaná Luxembourg,Luxembourg Curitiba,Brazil ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-21250-5 ISBN 978-3-031-21251-2 (eBook) https://doi.org/10.1007/978-3-031-21251-2 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2022 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 MessagefromtheGeneralChair I would like to welcome all readers to the proceedings of the 14th edition of InternationalSymposiumonSearchBasedSoftwareEngineering(SSBSE2022).SSBSE continuestobethepremiervenueforresearchersandpractitionerswhoareinterested intheapplicationofautomatedsearchtechniquesforchallengingsoftwareengineering problems.The2022editionofthesymposiumalsomarkeditsfirstreturntoaphysical eventaftertheglobalpandemicduring2020and2021,beingcollocatedwithESEC/FSE inSingapore.However,consideringthesituationsinmanydifferentpartsoftheworld, SSBSE2022wasalsohybrid:inadditiontomakingallpresentationsavailableonline, ithadawholeseconddaythattookplaceonline. Thiscomplicatedarrangementwouldnothavebeenpossiblewithoutthededication fromtheorganizationcommittee.IwouldliketothankMichailandSilvia,whoworked very hard to compile the excellent research track program. I also thank Marcio and Jeongju, who led the Replications and Negative Results (RENE) track as well as the NewIdeasandEmergingResults(NIER)track,andRobertFeldtfortheJournalFirst track.IthankGiovanni,Gunel,andThomasforworkinghardtoruntheChallengetrack. JoséandChaimadidanexcellentjobofmaintainingthesymposium’sonlinepresence, whileGabinprovidedimpeccablewebsupport. Veryspecialthanksgotooursponsors,MetaandtheKoreaAdvancedInstituteof ScienceandTechnology(KAIST).Finally,IwouldliketothankVivySuhendraatthe NationalUniversityofSingaporeforhersupportastheconferencechairofESEC/FSE 2022-Idonotknowwhetherthiscollocationwouldhavebeenpossiblewithoutyour help. November2022 ShinYoo Preface MessagefromtheProgramChairs On behalf of the SSBSE 2022 Program Committee, it is our pleasure to present the proceedings of the 14th International Symposium on Search-Based Software Engineering. Search-Based Software Engineering (SBSE) is a research area focused ontheformulationofsoftwareengineeringproblemsassearchproblems,andthesubse- quentuseofcomplexheuristictechniquestoattainoptimalsolutionstosuchproblems. A wealth of engineering challenges – from test generation to design refactoring and process organization – can be solved efficiently through the application of automated optimization techniques. SBSE is a growing field – sitting at the crossroads between AI,machinelearning,andsoftwareengineering–andSBSEtechniqueshavebegunto attainhuman-competitiveresults.SSBSE2022continuedthestrongtraditionofbring- ing together the international SBSE community in an annual event to discuss and to celebrateprogressinthefield. Thisyear,SSBSEhadatotalof15validsubmissionsinalltracks.Wewouldlike to thank all authors and reviewers for their efforts in making the conference program interesting and broad. Specifically, we received 11 papers to the Research track, one paper to the Challenge track, and three to the RENE/NIER track. At the end of the double-blindreviewprocess,whereeachsubmittedpaperwasreviewedbyatleastthree SBSE researchers, six papers were accepted to the Research track and one paper was acceptedtotheChallengetrackandtheRENE/NIERtracks. The program included two keynote talks, one from Lionel Briand, who reported hisexperiencesandlessonslearnedinapplyingsearch-basedsolutionstotestandana- lyze ML-enabled systems, and one from Justyna Petke, who reported her experience andresearchingeneticallyimprovingsoftwaresystems.Additionally,theprogramalso includedatutorialonguidelinesforevaluatingmulti-objectiveSBSEapproachesfrom MiqingLiandTaoChen.Finally,theSSBSEcommunityhadtheopportunitytodiscuss thefutureoftheSearch-BasedSoftwareEngineeringareawithoutstandingresearchers fromthefield. WewouldliketothankthemembersoftheSSBSE2022ProgramCommittee.Their continuingsupportwasessentialtofurtherimprovethequalityofacceptedsubmissions andfortheresultingsuccessoftheconference.Finally,thesymposiumwouldnothave beenpossiblewithouttheeffortsoftheOrganizingCommittee,whichwewouldliketo thank.Particularly,wewouldliketothank: viii Preface – GeneralChair:ShinYoo – JournalFirstTrackChair:RobertFeldt – NIERandRENETrackCo-chairs:MárcioBarrosandJeongjuSohn – ChallengeTrackCo-chairs:GiovaniGuizzo,GunelJahangirovaandThomasVogel – PublicityCo-chairs:ChaimaBoufaiedandJoséMiguelRojas – WebChair:GabinAn Wehopeyouwillfindtheworkpresentedinthisvolumeinterestingandenjoyable. November2022 MikePapadakis SilviaReginaVergilio Organization GeneralChair ShinYoo KAIST,SouthKorea ProgramCommitteeChairs MikePapadakis UniversityofLuxembourg,Luxembourg SilviaReginaVergilio FederalUniversityofParaná,Brazil JournalFirstTrackChair RobertFeldt ChalmersUniversityofTechnology/Universityof Gothenburg,Sweden NIERandRENETracksChairs MárcioBarros UNIRIO,Brazil JeongjuSohn UniversityofLuxembourg,Luxembourg ChallengeTrackChairs GiovanniGuizo UniversityCollegeLondon,UK GunelJahangirova USILugano,Switzerland ThomasVogel PaderbornUniversity/Humboldt-Universitätzu Berlin,Germany PublicityChairs ChaimaBoufaied UniversityofOttawa,Canada JoséMiguelRojas UniversityofSheffield,UK WebChair GabinAn KAIST,SouthKorea x Organization SteeringCommittee ShaukatAli SimulaResearchLaboratory,Norway GregoryGay ChalmersUniversityofTechnology/Universityof Gothenburg,Sweden PhilMcMinn UniversityofSheffield,UK MikePapadakis UniversityofLuxembourg,Luxembourg FedericaSarro UniversityCollegeLondon,UK ShinYoo KAIST,SouthKorea ProgramCommittee AldeidaAleti MonashUniversity,Australia ShaukatAli SimulaResearchLaboratory,Norway PaoloArcaini NationalInstituteofInformatics,Japan MárcioBarros UNIRIO,Brazil MatteoBiagiola UniversitádellaSvizzeraitaliana,Italy ThelmaE.ColanziLopez StateUniversityofMaringá,Brazil PouriaDerakhshanfar DelftUniversityofTechnology,Netherlands XavierDevroey UniversityofNamur,Belgium ThiagoFerreira UniversityofMichigan-Flint,USA AlessioGambi IMCUniversityofAppliedSciencesKrems, Austria LarsGrunske Humboldt-UniversitätzuBerlin,Germany GiovaniGuizzo UniversityCollegeLondon,UK FuyukiIshikawa NationalInstituteofInformatics,Japan GunelJahangirova USILugano,Switzerland ClaireLeGoues CarnegieMellonUniversity,USA InmaculadaMedina-Bulo UniversidaddeCádiz,Spain LeandroMinku UniversityofBirmingham,UK ManuelNúñez UniversidadComplutensedeMadrid,Spain MitchellOlsthoorn DelftUniversityofTechnology,Netherlands AnnibalePanichella DelftUniversityofTechnology,Netherlands JoséMiguelRojas UniversityofSheffield,UK FedericaSarro UniversityCollegeLondon,UK JeongjuSohn UniversityofLuxembourg,Luxembourg ValerioTerragni UniversityofAuckland,NewZealand ThomasVogel PaderbornUniversity/Humboldt-Universitätzu Berlin,Germany
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