{"id":"https://openalex.org/W4413215968","doi":"https://doi.org/10.1145/3712255.3726605","title":"Investigating the Spreadability of Problems in Evolutionary Multi-objective Optimization Algorithms","display_name":"Investigating the Spreadability of Problems in Evolutionary Multi-objective Optimization Algorithms","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4413215968","doi":"https://doi.org/10.1145/3712255.3726605"},"language":"en","primary_location":{"id":"doi:10.1145/3712255.3726605","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712255.3726605","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","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/A5108691085","display_name":"Weifeng Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weifeng Guan","raw_affiliation_strings":["GuangDong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"GuangDong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074104367","display_name":"Fangqing Gu","orcid":"https://orcid.org/0000-0002-9399-9612"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangqing Gu","raw_affiliation_strings":["GuangDong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"GuangDong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100568582","display_name":"Yingxuan Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingxuan Liang","raw_affiliation_strings":["GuangDong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"GuangDong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610638","display_name":"Hai\u2010Lin Liu","orcid":"https://orcid.org/0000-0003-2276-1938"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailin Liu","raw_affiliation_strings":["GuangDong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"GuangDong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339104","display_name":"Yuping Wang","orcid":"https://orcid.org/0000-0001-6868-0004"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuping Wang","raw_affiliation_strings":["Xidian University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108691085"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46694215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"359","last_page":"362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":1.0,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/spreadability","display_name":"Spreadability","score":0.6436344981193542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6001105308532715},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.410920649766922},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3887197971343994},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2386016547679901}],"concepts":[{"id":"https://openalex.org/C2781131970","wikidata":"https://www.wikidata.org/wiki/Q28134859","display_name":"Spreadability","level":2,"score":0.6436344981193542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6001105308532715},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.410920649766922},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3887197971343994},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2386016547679901},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3712255.3726605","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712255.3726605","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1555800283","https://openalex.org/W2031232041","https://openalex.org/W2058142975","https://openalex.org/W2126105956","https://openalex.org/W2508723547","https://openalex.org/W3120225493","https://openalex.org/W3123390146","https://openalex.org/W3153473059","https://openalex.org/W3201929238","https://openalex.org/W3211156805","https://openalex.org/W4285133219","https://openalex.org/W4290672944","https://openalex.org/W4296912734","https://openalex.org/W4309190185","https://openalex.org/W4309324946","https://openalex.org/W4309739325","https://openalex.org/W4390484166"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2095425677","https://openalex.org/W2040957407","https://openalex.org/W4205498697","https://openalex.org/W2529562064","https://openalex.org/W2090089138","https://openalex.org/W4241684790","https://openalex.org/W2112532170"],"abstract_inverted_index":{"The":[0,98],"convergence":[1],"and":[2,38,84,115],"diversity":[3,105],"of":[4,11,41,50,66,93,128],"a":[5,20,33,55,104],"population":[6,133],"significantly":[7],"influence":[8],"the":[9,48,51,63,90,126,129],"performance":[10,39],"evolutionary":[12],"multi-objective":[13,25],"optimization":[14,26],"(EMO)":[15],"algorithms.":[16,43,97],"This":[17],"paper":[18],"introduces":[19],"novel":[21],"quantitative":[22],"metric":[23],"for":[24,35,118],"problems,":[27],"termed":[28],"spreadability,":[29],"which":[30],"serves":[31],"as":[32,47,62],"guide":[34],"algorithm":[36],"selection":[37],"evaluation":[40],"EMO":[42,96],"Spreadability":[44],"is":[45],"defined":[46],"proportion":[49,68],"decision":[52],"space":[53],"where":[54],"given":[56],"solution":[57],"remains":[58],"mutually":[59],"nondominated,":[60],"calculated":[61],"mathematical":[64],"expectation":[65],"this":[67],"across":[69],"all":[70],"solutions.":[71],"To":[72],"support":[73],"empirical":[74],"analysis,":[75],"we":[76,112],"design":[77],"several":[78],"test":[79],"problems":[80],"with":[81,103],"adjustable":[82],"spreadability":[83],"conduct":[85],"comprehensive":[86],"experiments":[87],"to":[88,123],"evaluate":[89],"diversity-preserving":[91],"capabilities":[92],"three":[94],"classical":[95],"results":[99],"indicate":[100],"that":[101],"MOEA/D-M2M":[102],"enhancement":[106,130],"mechanism":[107,131],"demonstrates":[108],"superior":[109],"performance.":[110],"Furthermore,":[111],"propose":[113],"survival":[114],"mortality":[116],"rates":[117],"solutions":[119],"based":[120],"on":[121,132],"spread-ability":[122],"intuitively":[124],"demonstrate":[125],"impact":[127],"diversity.":[134]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}