{"id":"https://openalex.org/W4385190068","doi":"https://doi.org/10.1145/3583133.3595835","title":"On the Preferences of Quality Indicators for Multi-Objective Search Algorithms in Search-Based Software Engineering (Hot Off the Press track at GECCO 2023)","display_name":"On the Preferences of Quality Indicators for Multi-Objective Search Algorithms in Search-Based Software Engineering (Hot Off the Press track at GECCO 2023)","publication_year":2023,"publication_date":"2023-07-15","ids":{"openalex":"https://openalex.org/W4385190068","doi":"https://doi.org/10.1145/3583133.3595835"},"language":"en","primary_location":{"id":"doi:10.1145/3583133.3595835","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3595835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011550616","display_name":"Jiahui Wu","orcid":"https://orcid.org/0000-0001-9903-5518"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jiahui Wu","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0001-9903-5518","affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021486887","display_name":"Paolo Arcaini","orcid":"https://orcid.org/0000-0002-6253-4062"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Paolo Arcaini","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-6253-4062","affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058828089","display_name":"Tao Yue","orcid":"https://orcid.org/0000-0003-3262-5577"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Tao Yue","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0003-3262-5577","affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076142098","display_name":"Shaukat Ali","orcid":"https://orcid.org/0000-0002-9979-3519"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Shaukat Ali","raw_affiliation_strings":["Simula Research Laboratory, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0002-9979-3519","affiliations":[{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100651507","display_name":"Huihui Zhang","orcid":"https://orcid.org/0000-0002-1012-8089"},"institutions":[{"id":"https://openalex.org/I66883779","display_name":"Weifang University","ror":"https://ror.org/01frp7483","country_code":"CN","type":"education","lineage":["https://openalex.org/I66883779"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huihui Zhang","raw_affiliation_strings":["Weifang University, Weifang, China"],"raw_orcid":"https://orcid.org/0000-0002-1012-8089","affiliations":[{"raw_affiliation_string":"Weifang University, Weifang, China","institution_ids":["https://openalex.org/I66883779"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.7008854150772095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6117149591445923},{"id":"https://openalex.org/keywords/search-based-software-engineering","display_name":"Search-based software engineering","score":0.5752213001251221},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48395994305610657},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4786882996559143},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43395569920539856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3876771926879883},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33488208055496216},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.15804535150527954},{"id":"https://openalex.org/keywords/software-design","display_name":"Software design","score":0.15124666690826416}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.7008854150772095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6117149591445923},{"id":"https://openalex.org/C139143892","wikidata":"https://www.wikidata.org/wiki/Q7441615","display_name":"Search-based software engineering","level":5,"score":0.5752213001251221},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48395994305610657},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4786882996559143},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43395569920539856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3876771926879883},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33488208055496216},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.15804535150527954},{"id":"https://openalex.org/C52913732","wikidata":"https://www.wikidata.org/wiki/Q857102","display_name":"Software design","level":4,"score":0.15124666690826416},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583133.3595835","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583133.3595835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Companion Conference on Genetic and Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1677877499","display_name":null,"funder_award_id":"501100009024","funder_id":"https://openalex.org/F4320338112","funder_display_name":"Exploratory Research for Advanced Technology"},{"id":"https://openalex.org/G1716091338","display_name":null,"funder_award_id":"JPMJMI20B8","funder_id":"https://openalex.org/F4320338243","funder_display_name":"JST-Mirai Program"},{"id":"https://openalex.org/G1963336961","display_name":null,"funder_award_id":"286898/F20","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G2993431600","display_name":null,"funder_award_id":"314544","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G4456592296","display_name":null,"funder_award_id":"ZR2021MF026","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5913768863","display_name":null,"funder_award_id":"JPMJER1603","funder_id":"https://openalex.org/F4320338112","funder_display_name":"Exploratory Research for Advanced Technology"},{"id":"https://openalex.org/G6787853612","display_name":null,"funder_award_id":"286898","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320338112","display_name":"Exploratory Research for Advanced Technology","ror":null},{"id":"https://openalex.org/F4320338243","display_name":"JST-Mirai Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4289978008"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W2329452785","https://openalex.org/W2356380379","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3131396379"],"abstract_inverted_index":{"As":[0],"a":[1,86,122],"search-based":[2],"software":[3],"engineering":[4],"(SBSE)":[5],"user":[6],"(researcher":[7],"or":[8,53,77],"practitioner),":[9],"do":[10],"you":[11],"wonder":[12],"which":[13,60],"multi-objective":[14],"search":[15,97,147],"algorithm(s)":[16],"(MOSAs)":[17],"to":[18,20,47,50],"use":[19],"solve":[21],"your":[22],"SE":[23],"problem?":[24],"If":[25],"so,":[26],"instead":[27],"of":[28,73,114,145,155,181],"just":[29],"following":[30],"the":[31,35,67,71,82,103,131,136,143,146,150,162,173,179,182,188],"crowd":[32],"and":[33,94,107,125,140],"picking":[34],"more":[36,54],"commonly":[37],"used":[38],"MOSA,":[39],"in":[40,66,70,109,128,153,190],"this":[41],"paper,":[42],"we":[43,84,101,184],"provide":[44,185],"evidence-based":[45],"guidance":[46,186],"SBSE":[48,96],"users":[49,189],"select":[51],"one":[52],"MOSAs":[55,106,135],"given":[56],"that":[57,166,170],"they":[58,62,171],"know":[59],"qualities":[61],"are":[63],"looking":[64],"for":[65,187],"solutions,":[68],"either":[69],"form":[72],"quality":[74,78,156,164],"indicators":[75],"(QIs)":[76],"aspects.":[79],"To":[80],"collect":[81],"evidence,":[83],"performed":[85],"large-scale":[87],"experiment":[88,116],"using":[89],"six":[90],"MOSAs,":[91],"eight":[92],"QIs,":[93],"18":[95],"problems.":[98],"In":[99],"particular,":[100],"studied":[102],"preferences":[104],"among":[105],"QIs":[108,132,160],"SBSE.":[110],"Some":[111],"key":[112],"findings":[113],"our":[115],"are:":[117],"(1)":[118],"each":[119],"MOSA":[120,175],"prefers":[121],"specific":[123],"QI":[124],"vice-versa;":[126],"(2)":[127],"general,":[129],"all":[130],"prefer":[133],"two":[134],"most,":[137],"i.e.,":[138],"NSGA-II":[139],"SPEA2;":[141],"(3)":[142],"characteristics":[144],"problems":[148],"affect":[149],"preferences;":[151],"(4)":[152],"terms":[154],"aspects":[157],"if":[158],"some":[159],"cover":[161],"same":[163,174],"aspect(s)":[165],"does":[167],"not":[168],"mean":[169],"have":[172],"preferences.":[176],"Based":[177],"on":[178],"analysis":[180],"results,":[183],"selecting":[191],"MOSAs.":[192]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
