{"id":"https://openalex.org/W4407782815","doi":"https://doi.org/10.1109/tevc.2025.3544412","title":"Performance Assessment of Population-Based Multiobjective Optimization Algorithms Using Composite Indicators","display_name":"Performance Assessment of Population-Based Multiobjective Optimization Algorithms Using Composite Indicators","publication_year":2025,"publication_date":"2025-02-20","ids":{"openalex":"https://openalex.org/W4407782815","doi":"https://doi.org/10.1109/tevc.2025.3544412"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2025.3544412","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tevc.2025.3544412","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tevc.2025.3544412","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016738102","display_name":"Rub\u00e9n Saborido","orcid":"https://orcid.org/0000-0002-0944-5941"},"institutions":[{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rub\u00e9n Saborido","raw_affiliation_strings":["ITIS Software, Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain","ITIS Software, University of M&#x00E1;laga Calle Arquitecto Francisco Pe&#x00F1;alosa 18, M&#x00E1;laga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0944-5941","affiliations":[{"raw_affiliation_string":"ITIS Software, Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain","institution_ids":[]},{"raw_affiliation_string":"ITIS Software, University of M&#x00E1;laga Calle Arquitecto Francisco Pe&#x00F1;alosa 18, M&#x00E1;laga, Spain","institution_ids":["https://openalex.org/I97750245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050977812","display_name":"Ana Bel\u00e9n Mirete Ru\u00edz","orcid":"https://orcid.org/0000-0003-0543-8055"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana B. Ruiz","raw_affiliation_strings":["Department of Applied Economics (Mathematics), Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0543-8055","affiliations":[{"raw_affiliation_string":"Department of Applied Economics (Mathematics), Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043126136","display_name":"Sandra Gonz\u00e1lez-Gallardo","orcid":"https://orcid.org/0000-0003-2511-5616"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sandra Gonz\u00e1lez-Gallardo","raw_affiliation_strings":["Department of Mathematical Analysis, Statistics and Operations Research and Applied Mathematics, Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2511-5616","affiliations":[{"raw_affiliation_string":"Department of Mathematical Analysis, Statistics and Operations Research and Applied Mathematics, Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087138842","display_name":"Mariano Luque","orcid":"https://orcid.org/0000-0001-7151-1623"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mariano Luque","raw_affiliation_strings":["Department of Applied Economics (Mathematics), Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain"],"raw_orcid":"https://orcid.org/0000-0001-7151-1623","affiliations":[{"raw_affiliation_string":"Department of Applied Economics (Mathematics), Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054705665","display_name":"Antonio Borrego","orcid":"https://orcid.org/0009-0007-5091-3261"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Borrego","raw_affiliation_strings":["Department of Applied Economics (Mathematics), Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain"],"raw_orcid":"https://orcid.org/0009-0007-5091-3261","affiliations":[{"raw_affiliation_string":"Department of Applied Economics (Mathematics), Universidad de M&#x00E1;laga, M&#x00E1;laga, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":{"value":2645,"currency":"USD","value_usd":2645},"fwci":0.6844,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70125679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"30","issue":"1","first_page":"214","last_page":"225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9362999796867371,"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":0.9362999796867371,"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":0.9315000176429749,"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/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6336684226989746},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.543367326259613},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5284929871559143},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4969694912433624},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47737786173820496},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.45728084444999695},{"id":"https://openalex.org/keywords/composite-number","display_name":"Composite number","score":0.4513806104660034},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.43837448954582214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30100777745246887},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29099154472351074}],"concepts":[{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6336684226989746},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.543367326259613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5284929871559143},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4969694912433624},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47737786173820496},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.45728084444999695},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.4513806104660034},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.43837448954582214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30100777745246887},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29099154472351074},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tevc.2025.3544412","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tevc.2025.3544412","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},{"id":"pmh:oai:riuma.uma.es:10630/39444","is_oa":true,"landing_page_url":"https://hdl.handle.net/10630/39444","pdf_url":null,"source":{"id":"https://openalex.org/S4306401385","display_name":"Repositorio Institucional de la Universidad de M\u00e1laga (University of M\u00e1laga)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82767444","host_organization_name":"Universidad de M\u00e1laga","host_organization_lineage":["https://openalex.org/I82767444"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1109/tevc.2025.3544412","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tevc.2025.3544412","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Evolutionary Computation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1950485326","display_name":null,"funder_award_id":"PID2020-115429GB-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5059781182","display_name":null,"funder_award_id":"HORIZON-CL4-2022-RESILIENCE-01-23).","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5883019133","display_name":null,"funder_award_id":"SEJ-532","funder_id":"https://openalex.org/F4320330135","funder_display_name":"Consejer\u00eda de Conocimiento, Investigaci\u00f3n y Universidad, Junta de Andaluc\u00eda"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320330135","display_name":"Consejer\u00eda de Conocimiento, Investigaci\u00f3n y Universidad, Junta de Andaluc\u00eda","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4318426920","https://openalex.org/W2055791821","https://openalex.org/W2751605210","https://openalex.org/W2977596624","https://openalex.org/W2162013778","https://openalex.org/W2145877535","https://openalex.org/W2153873031","https://openalex.org/W570431388","https://openalex.org/W2637862190","https://openalex.org/W2611723089"],"abstract_inverted_index":{"The":[0],"performance":[1,60],"of":[2,15,29,92,122,173,184],"population-based":[3,190],"multiobjective":[4],"optimization":[5,197],"algorithms":[6,111,191],"is":[7,166,177],"usually":[8],"evaluated":[9],"using":[10],"indicators":[11,40,51,76,126,159,176],"assessing":[12],"the":[13,16,30,58,67,83,90,97,118,123,134,146,154,163,174,182],"quality":[14,39,69,75,99,125],"approximation":[17],"set":[18],"generated":[19],"according":[20],"to":[21,48],"convergence,":[22],"cardinality,":[23],"spread,":[24],"and":[25,79,104,137,156,162,195],"uniformity":[26],"(the":[27],"combination":[28],"last":[31],"two":[32],"known":[33],"as":[34],"diversity).":[35],"Since":[36],"not":[37],"all":[38,43],"can":[41],"capture":[42],"these":[44],"properties,":[45],"we":[46,71,151,180],"propose":[47],"aggregate":[49],"already-existing":[50],"into":[52,145],"a":[53,62,129,142],"single":[54],"measure":[55],"informing":[56],"about":[57],"algorithm\u2019s":[59],"from":[61],"general":[63],"perspective.":[64],"To":[65],"synthesize":[66],"desired":[68,119],"indicators,":[70,100,136],"build":[72],"three":[73],"composite":[74,124,158],"(weak,":[77],"strong,":[78],"mixed)":[80],"based":[81],"on":[82,192],"reference":[84],"point":[85],"approach.":[86],"This":[87],"approach":[88],"enables":[89,128],"use":[91,140],"desirable":[93],"value":[94],"ranges":[95],"for":[96],"aggregated":[98,135,175],"defined":[101],"by":[102],"aspiration":[103],"reservation":[105],"levels,":[106],"that":[107,153],"allow":[108],"knowing":[109],"which":[110],"perform":[112],"better,":[113],"within,":[114],"or":[115],"worse":[116],"than":[117],"limits.":[120],"Each":[121],"proposed":[127],"different":[130],"compensation":[131],"degree":[132],"among":[133],"their":[138],"joint":[139],"permits":[141],"deep":[143],"insight":[144],"algorithms\u2019":[147],"performance.":[148],"In":[149],"addition,":[150],"show":[152],"weak":[155],"mixed":[157],"are":[160],"Pareto-compliant,":[161],"strong":[164],"one":[165,172],"weakly":[167],"Pareto-compliant":[168],"if":[169],"at":[170],"least":[171],"Pareto-compliant.":[178],"Finally,":[179],"demonstrate":[181],"benefits":[183],"our":[185],"proposal":[186],"when":[187],"comparing":[188],"many":[189],"three-,":[193],"five-,":[194],"eight-objective":[196],"problems.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-02-21T00:00:00"}
