{"id":"https://openalex.org/W2955473151","doi":"https://doi.org/10.1145/3321707.3321789","title":"Archiver effects on the performance of state-of-the-art multi- and many-objective evolutionary algorithms","display_name":"Archiver effects on the performance of state-of-the-art multi- and many-objective evolutionary algorithms","publication_year":2019,"publication_date":"2019-07-03","ids":{"openalex":"https://openalex.org/W2955473151","doi":"https://doi.org/10.1145/3321707.3321789","mag":"2955473151"},"language":"en","primary_location":{"id":"doi:10.1145/3321707.3321789","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3321707.3321789","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3321707.3321789&file=p620-bezerra_suppl.pdf&download=true","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3321707.3321789&file=p620-bezerra_suppl.pdf&download=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079774217","display_name":"Leonardo C. T. Bezerra","orcid":"https://orcid.org/0000-0003-4654-2553"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo C. T. Bezerra","raw_affiliation_strings":["Universidade Federal do Rio Grande, RN, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Rio Grande, RN, Brazil","institution_ids":["https://openalex.org/I126460647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014676600","display_name":"Manuel L\u00f3pez\u2010Ib\u00e1\u00f1ez","orcid":"https://orcid.org/0000-0001-9974-1295"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Manuel L\u00f3pez-Ib\u00e1\u00f1ez","raw_affiliation_strings":["University of Manchester, Manchester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074791154","display_name":"Thomas St\u00fctzle","orcid":"https://orcid.org/0000-0002-5820-0473"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Thomas St\u00fctzle","raw_affiliation_strings":["Universit\u00e9 Libre de Bruxelles, Brussels, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Libre de Bruxelles, Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5113,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.89377224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"620","last_page":"628"},"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":0.9961000084877014,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.8221840858459473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6631166934967041},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6035012602806091},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.584256112575531},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5493365526199341},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.5257022380828857},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5179452300071716},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5144526958465576},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4732903838157654},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.452062726020813},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4503617584705353},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4209240674972534},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.41685113310813904},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34247639775276184},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2572938799858093},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21503636240959167},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1586800515651703}],"concepts":[{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.8221840858459473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6631166934967041},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6035012602806091},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.584256112575531},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5493365526199341},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.5257022380828857},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5179452300071716},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5144526958465576},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4732903838157654},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.452062726020813},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4503617584705353},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4209240674972534},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.41685113310813904},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34247639775276184},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2572938799858093},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21503636240959167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1586800515651703},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3321707.3321789","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3321707.3321789","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3321707.3321789&file=p620-bezerra_suppl.pdf&download=true","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/2e817efe-d282-4636-8984-197c0f39db67","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/2e817efe-d282-4636-8984-197c0f39db67","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bezerra, L C T, Lopez-Ibanez, M & St\u00fctzle, T 2019, Archiver Effects on the Performance of State-of-the-art Multi and Many-objective Evolutionary Algorithms. in GECCO2019. The Genetic and Evolutionary Computation Conference , Prague, Czech Republic, 13/07/19. https://doi.org/10.1145/3321707.3321789","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:dipot.ulb.ac.be:2013/301431","is_oa":false,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/301431","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019","raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"pmh:oai:pure.atira.dk:publications/2e817efe-d282-4636-8984-197c0f39db67","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/archiver-effects-on-the-performance-of-stateoftheart-multi-and-manyobjective-evolutionary-algorithms(2e817efe-d282-4636-8984-197c0f39db67).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1145/3321707.3321789","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3321707.3321789","pdf_url":"https://dl.acm.org/action/downloadSupplement?doi=10.1145%2F3321707.3321789&file=p620-bezerra_suppl.pdf&download=true","source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2955473151.pdf","grobid_xml":"https://content.openalex.org/works/W2955473151.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1494807122","https://openalex.org/W1613794742","https://openalex.org/W1984576194","https://openalex.org/W2015549289","https://openalex.org/W2017973856","https://openalex.org/W2022485595","https://openalex.org/W2038420231","https://openalex.org/W2050914643","https://openalex.org/W2056723044","https://openalex.org/W2098593811","https://openalex.org/W2098907614","https://openalex.org/W2102365077","https://openalex.org/W2108968575","https://openalex.org/W2109778277","https://openalex.org/W2125502051","https://openalex.org/W2126105956","https://openalex.org/W2127474646","https://openalex.org/W2141119792","https://openalex.org/W2143185749","https://openalex.org/W2143381319","https://openalex.org/W2160088187","https://openalex.org/W2261054240","https://openalex.org/W2588836464","https://openalex.org/W2753944351","https://openalex.org/W2770281661","https://openalex.org/W2955473151"],"related_works":["https://openalex.org/W3134440233","https://openalex.org/W2162974421","https://openalex.org/W2977596624","https://openalex.org/W1503648602","https://openalex.org/W2088622475","https://openalex.org/W2137127594","https://openalex.org/W2104456211","https://openalex.org/W2974369368","https://openalex.org/W2150561521","https://openalex.org/W2058142975"],"abstract_inverted_index":{"Early":[0],"works":[1],"on":[2],"external":[3,115],"solution":[4],"archiving":[5,25,161,189],"have":[6,16],"pointed":[7],"out":[8],"the":[9,33,44,91,107,152],"benefits":[10],"of":[11,35,76,93,97,109,130,134,154,185],"unbounded":[12,155,168],"archivers":[13,156,171],"and":[14,21,38,70,112,148,157,169,183],"there":[15],"been":[17],"great":[18],"advances,":[19],"theoretical":[20],"algorithmic,":[22],"in":[23,103],"bounded":[24,55,160,170],"methods.":[26,162],"Moreover,":[27],"recent":[28,63],"work":[29],"has":[30],"shown":[31],"that":[32,46,166,180],"populations":[34],"most":[36],"multi-":[37],"many-objective":[39,176],"evolutionary":[40],"algorithms":[41],"(MOEAs)":[42],"lack":[43],"properties":[45],"one":[47],"would":[48],"desire":[49],"when":[50],"trying":[51],"to":[52],"find":[53],"a":[54,127],"Pareto-optimal":[56],"front.":[57],"Despite":[58],"all":[59],"these":[60],"results,":[61],"many":[62],"MOEAs":[64,110,186],"are":[65,117,172],"still":[66],"being":[67],"proposed,":[68],"analyzed":[69],"compared":[71],"without":[72,113],"considering":[73],"any":[74],"kind":[75],"archiver":[77,116],"assuming":[78],"their":[79],"additional":[80],"computational":[81],"cost":[82],"is":[83],"not":[84],"justified.":[85],"In":[86],"this":[87],"paper,":[88],"we":[89,125,142,150],"investigate":[90],"effect":[92,153],"using":[94,120],"various":[95],"kinds":[96],"archivers,":[98],"improving":[99],"over":[100],"previous":[101],"studies":[102],"several":[104],"aspects:":[105],"(i)":[106],"parameters":[108],"with":[111],"an":[114,191],"tuned":[118],"separately":[119],"automatic":[121],"configuration":[122],"methods;":[123],"(ii)":[124],"consider":[126],"comprehensive":[128],"range":[129],"problem":[131],"scenarios":[132],"(number":[133],"objectives,":[135],"function":[136],"evaluations,":[137],"computation":[138],"time":[139],"limit);":[140],"(iii)":[141],"employ":[143],"multiple,":[144],"complementary":[145],"quality":[146],"metrics;":[147],"(iv)":[149],"study":[151],"two":[158],"state-of-the-art":[159],"Our":[163],"results":[164],"show":[165],"both":[167],"beneficial":[173],"even":[174],"for":[175],"problems.":[177],"We":[178],"conclude":[179],"future":[181],"proposals":[182],"comparisons":[184],"must":[187],"include":[188],"as":[190],"algorithmic":[192],"component.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
