{"id":"https://openalex.org/W4385548437","doi":"https://doi.org/10.1145/3612933","title":"Multiobjective Evolutionary Component Effect on Algorithm Behaviour","display_name":"Multiobjective Evolutionary Component Effect on Algorithm Behaviour","publication_year":2023,"publication_date":"2023-08-03","ids":{"openalex":"https://openalex.org/W4385548437","doi":"https://doi.org/10.1145/3612933"},"language":"en","primary_location":{"id":"doi:10.1145/3612933","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3612933","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3612933","source":{"id":"https://openalex.org/S4210221532","display_name":"ACM Transactions on Evolutionary Learning and Optimization","issn_l":"2688-299X","issn":["2688-299X","2688-3007"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Evolutionary Learning and Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3612933","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084337559","display_name":"Yuri Lavinas","orcid":"https://orcid.org/0000-0003-2712-5340"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Yuri Lavinas","raw_affiliation_strings":["IRIT - CNRS UMR5505, University of Toulouse, Toulouse, France"],"raw_orcid":"https://orcid.org/0000-0003-2712-5340","affiliations":[{"raw_affiliation_string":"IRIT - CNRS UMR5505, University of Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210160189","https://openalex.org/I4210152422","https://openalex.org/I1294671590","https://openalex.org/I4210119061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106404831","display_name":"Marcelo Ladeira","orcid":"https://orcid.org/0000-0003-1542-6293"},"institutions":[{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo Ladeira","raw_affiliation_strings":["University of Brasilia, Brasilia, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1542-6293","affiliations":[{"raw_affiliation_string":"University of Brasilia, Brasilia, Brazil","institution_ids":["https://openalex.org/I150729083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090624529","display_name":"Gabriela Ochoa","orcid":"https://orcid.org/0000-0001-7649-5669"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gabriela Ochoa","raw_affiliation_strings":["University of Stirling, Stirling, UK"],"raw_orcid":"https://orcid.org/0000-0001-7649-5669","affiliations":[{"raw_affiliation_string":"University of Stirling, Stirling, UK","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047785995","display_name":"Claus Aranha","orcid":"https://orcid.org/0000-0003-1390-7536"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Claus Aranha","raw_affiliation_strings":["University of Tsukuba, Tsukuba, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1390-7536","affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Japan","institution_ids":["https://openalex.org/I146399215"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084337559"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"],"apc_list":null,"apc_paid":null,"fwci":1.3306,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83528314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"4","issue":"2","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9973999857902527,"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":0.9951000213623047,"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/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7141006588935852},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6218181252479553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6012400984764099},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5866137146949768},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5595163702964783},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5060641169548035},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4698658883571625},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.45195382833480835},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.4454435706138611},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30694931745529175}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7141006588935852},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6218181252479553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6012400984764099},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5866137146949768},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5595163702964783},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5060641169548035},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4698658883571625},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.45195382833480835},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.4454435706138611},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30694931745529175},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3612933","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3612933","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3612933","source":{"id":"https://openalex.org/S4210221532","display_name":"ACM Transactions on Evolutionary Learning and Optimization","issn_l":"2688-299X","issn":["2688-299X","2688-3007"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Evolutionary Learning and Optimization","raw_type":"journal-article"},{"id":"pmh:oai:irdb.nii.ac.jp:00843:0006480209","is_oa":true,"landing_page_url":"https://tsukuba.repo.nii.ac.jp/records/2012234","pdf_url":"https://tsukuba.repo.nii.ac.jp/record/2012234/files/ATE_2023-4-2-8.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"ACM Transactions on Evolutionary Learning and Optimization","raw_type":"journal article"},{"id":"pmh:oai:HAL:hal-04821795v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04821795","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Transactions on Evolutionary Learning and Optimization, 2024, 4 (2), pp.1-24. &#x27E8;10.1145/3612933&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1145/3612933","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3612933","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3612933","source":{"id":"https://openalex.org/S4210221532","display_name":"ACM Transactions on Evolutionary Learning and Optimization","issn_l":"2688-299X","issn":["2688-299X","2688-3007"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Evolutionary Learning and Optimization","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385548437.pdf","grobid_xml":"https://content.openalex.org/works/W4385548437.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W229097380","https://openalex.org/W1514444899","https://openalex.org/W1570180898","https://openalex.org/W1986687862","https://openalex.org/W1991817987","https://openalex.org/W2029320154","https://openalex.org/W2038420231","https://openalex.org/W2064659014","https://openalex.org/W2104324382","https://openalex.org/W2126105956","https://openalex.org/W2141119792","https://openalex.org/W2143381319","https://openalex.org/W2150046657","https://openalex.org/W2163316275","https://openalex.org/W2294425332","https://openalex.org/W2411835395","https://openalex.org/W2582113504","https://openalex.org/W2587931174","https://openalex.org/W2753944351","https://openalex.org/W2881530539","https://openalex.org/W2884970958","https://openalex.org/W2940525133","https://openalex.org/W2955473151","https://openalex.org/W2955557363","https://openalex.org/W2959994531","https://openalex.org/W2971008394","https://openalex.org/W2994624091","https://openalex.org/W2998757713","https://openalex.org/W3007713785","https://openalex.org/W3014171079","https://openalex.org/W3021613070","https://openalex.org/W3162702846","https://openalex.org/W4200417276","https://openalex.org/W4211124395","https://openalex.org/W4221143943","https://openalex.org/W6771726671"],"related_works":["https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W2751605210","https://openalex.org/W3151104768","https://openalex.org/W2419109832","https://openalex.org/W2068949283","https://openalex.org/W2891428731","https://openalex.org/W1967262321","https://openalex.org/W2355252622"],"abstract_inverted_index":{"The":[0],"performance":[1,70],"of":[2,30,82,86,116,136,142,150,170,201,206,215,218],"multiobjective":[3,32],"evolutionary":[4],"algorithms":[5,16],"(MOEAs)":[6],"varies":[7],"across":[8],"problems,":[9,122,191],"making":[10],"it":[11,57],"hard":[12],"to":[13,21,69,78,95,173],"develop":[14],"new":[15,22,31,76],"or":[17],"apply":[18,92],"existing":[19],"ones":[20],"problems.":[23,187,225,239],"To":[24],"simplify":[25],"the":[26,63,80,83,107,134,137,148,151,154,160,164,171,179,184,189,192,199,202,216,219,222,237],"development":[27],"and":[28,127,153,183,231],"application":[29],"algorithms,":[33],"there":[34],"has":[35],"been":[36],"an":[37,87],"increasing":[38],"interest":[39],"in":[40,140,178,221,236],"their":[41,45,53,143],"automatic":[42],"design":[43],"from":[44],"components.":[46],"These":[47,226],"automatically":[48,88],"designed":[49,89,105],"metaheuristics":[50],"can":[51],"outperform":[52],"human-developed":[54],"counterparts.":[55],"However,":[56],"is":[58],"still":[59,196],"unknown":[60],"what":[61],"are":[62,195,228],"most":[64],"influential":[65],"components":[66,139],"that":[67],"lead":[68],"improvements.":[71],"This":[72],"study":[73],"specifies":[74],"a":[75,96,212],"methodology":[77,94],"investigate":[79],"effects":[81],"final":[84],"configuration":[85,111],"algorithm.":[90],"We":[91,131],"this":[93],"tuned":[97],"Multiobjective":[98],"Evolutionary":[99],"Algorithm":[100],"based":[101],"on":[102,113],"Decomposition":[103],"(MOEA/D)":[104],"by":[106],"iterated":[108],"racing":[109],"(irace)":[110],"package":[112],"constrained":[114],"problems":[115,126,182],"3":[117],"groups:":[118],"(1)":[119],"analytical":[120,124,180,185,223],"real-world":[121,186],"(2)":[123],"artificial":[125,181,224],"(3)":[128],"simulated":[129,190],"real-world.":[130],"then":[132],"compare":[133],"impact":[135],"algorithm":[138],"terms":[141,205],"Search":[144],"Trajectory":[145],"Networks":[146],"(STNs),":[147],"diversity":[149],"population,":[152],"anytime":[155],"hypervolume":[156],"values.":[157],"Looking":[158],"at":[159,198],"objective":[161],"space":[162,208],"behavior,":[163,209],"MOEAs":[165],"studied":[166],"converged":[167],"before":[168],"half":[169],"search":[172],"generally":[174],"good":[175],"HV":[176,193],"values":[177,194],"For":[188],"improving":[197],"end":[200],"run.":[203],"In":[204],"decision":[207],"we":[210],"see":[211],"diverse":[213],"set":[214],"trajectories":[217,227],"STNs":[220],"more":[229],"similar":[230],"frequently":[232],"reach":[233],"optimal":[234],"solutions":[235],"other":[238]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
