{"id":"https://openalex.org/W2959994531","doi":"https://doi.org/10.1145/3319619.3326832","title":"Automatic configuration of NSGA-II with jMetal and irace","display_name":"Automatic configuration of NSGA-II with jMetal and irace","publication_year":2019,"publication_date":"2019-07-10","ids":{"openalex":"https://openalex.org/W2959994531","doi":"https://doi.org/10.1145/3319619.3326832","mag":"2959994531"},"language":"en","primary_location":{"id":"doi:10.1145/3319619.3326832","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319619.3326832","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":true,"oa_status":"green","oa_url":"https://www.research.manchester.ac.uk/portal/en/publications/automatic-configuration-of-nsgaii-with-jmetal-and-irace(ce61fced-9bc9-4b75-be6e-fccbd6f544d1).html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084006900","display_name":"Antonio J. Nebro","orcid":"https://orcid.org/0000-0001-5580-0484"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Antonio J. Nebro","raw_affiliation_strings":["University of M\u00e1laga, M\u00e1laga, Spain"],"affiliations":[{"raw_affiliation_string":"University of M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"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, United Kindom"],"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, United Kindom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024328499","display_name":"Crist\u00f3bal Barba-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-8764-5076"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Crist\u00f3bal Barba-Gonz\u00e1lez","raw_affiliation_strings":["University of M\u00e1laga, M\u00e1laga, Spain"],"affiliations":[{"raw_affiliation_string":"University of M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033733673","display_name":"Jos\u00e9 Garc\u00eda-Nieto","orcid":"https://orcid.org/0000-0003-2985-3480"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Garc\u00eda-Nieto","raw_affiliation_strings":["University of M\u00e1laga, M\u00e1laga, Spain"],"affiliations":[{"raw_affiliation_string":"University of M\u00e1laga, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084006900"],"corresponding_institution_ids":["https://openalex.org/I82767444"],"apc_list":null,"apc_paid":null,"fwci":2.8545,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.91325696,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1374","last_page":"1381"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9965000152587891,"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/computer-science","display_name":"Computer science","score":0.7706143856048584},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7139511704444885},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6394373178482056},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5687201619148254},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4832804501056671},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4771256446838379},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4660409986972809},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4521964192390442},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4260393977165222},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3767547905445099},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.31451094150543213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2585606873035431},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24142390489578247},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10267281532287598}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7706143856048584},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7139511704444885},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6394373178482056},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5687201619148254},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4832804501056671},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4771256446838379},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4660409986972809},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4521964192390442},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4260393977165222},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3767547905445099},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.31451094150543213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2585606873035431},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24142390489578247},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10267281532287598},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3319619.3326832","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319619.3326832","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"},{"id":"pmh:oai:pure.atira.dk:publications/ce61fced-9bc9-4b75-be6e-fccbd6f544d1","is_oa":true,"landing_page_url":null,"pdf_url":"https://www.research.manchester.ac.uk/portal/en/publications/automatic-configuration-of-nsgaii-with-jmetal-and-irace(ce61fced-9bc9-4b75-be6e-fccbd6f544d1).html","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":""},{"id":"pmh:oai:pure.atira.dk:publications/ce61fced-9bc9-4b75-be6e-fccbd6f544d1","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/ce61fced-9bc9-4b75-be6e-fccbd6f544d1","pdf_url":"https://www.research.manchester.ac.uk/portal/en/publications/automatic-configuration-of-nsgaii-with-jmetal-and-irace(ce61fced-9bc9-4b75-be6e-fccbd6f544d1).html","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nebro, A J, Lopez-Ibanez, M, Barba-Gonzalez, C & Garcia-Nieto, J 2019, Automatic Configuration of NSGA-II with jMetal and irace. in GECCO2019. The Genetic and Evolutionary Computation Conference , Prague, Czech Republic, 13/07/19. https://doi.org/10.1145/3319619.3326832","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:idus.us.es:11441/109099","is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/109099","pdf_url":null,"source":{"id":"https://openalex.org/S4306400333","display_name":"idUS (Universidad de Sevilla)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:riuma.uma.es:10630/18135","is_oa":true,"landing_page_url":"https://hdl.handle.net/10630/18135","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference output"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/ce61fced-9bc9-4b75-be6e-fccbd6f544d1","is_oa":true,"landing_page_url":null,"pdf_url":"https://www.research.manchester.ac.uk/portal/en/publications/automatic-configuration-of-nsgaii-with-jmetal-and-irace(ce61fced-9bc9-4b75-be6e-fccbd6f544d1).html","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":""},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2959994531.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1584555100","https://openalex.org/W1595498733","https://openalex.org/W1608317386","https://openalex.org/W2000825106","https://openalex.org/W2076054478","https://openalex.org/W2102365077","https://openalex.org/W2106334424","https://openalex.org/W2126105956","https://openalex.org/W2141119792","https://openalex.org/W2411835395"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2073147994","https://openalex.org/W2001591765","https://openalex.org/W2890524932","https://openalex.org/W85101999"],"abstract_inverted_index":{"jMetal":[0,68,100],"is":[1,79,90,162],"a":[2,14,29,63,71,120,137,165,179,184],"Java-based":[3],"framework":[4],"for":[5,39,55,73,124,150],"multi-objective":[6,133],"optimization":[7],"with":[8,155,164,170],"metaheuristics":[9],"providing,":[10],"among":[11],"other":[12],"features,":[13],"wide":[15],"set":[16,138],"of":[17,22,42,96,111,119,132,139,147],"algorithms":[18,135],"that":[19,182],"are":[20],"representative":[21],"the":[23,34,77,82,93,109,112,117,129,145,152,171],"state-of-the-art.":[24],"Although":[25],"it":[26,36],"has":[27],"become":[28],"widely":[30],"used":[31],"tool":[32],"in":[33,106,178],"area,":[35],"lacks":[37],"support":[38],"automatic":[40,74],"tuning":[41],"algorithm":[43,75,84,122,153,173],"parameter":[44],"settings,":[45,176],"which":[46,127],"can":[47],"prevent":[48],"obtaining":[49],"accurate":[50],"Pareto":[51],"front":[52],"approximations,":[53],"especially":[54],"inexperienced":[56],"users.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61],"present":[62],"first":[64],"approach":[65],"to":[66,85,91,99,102],"combine":[67],"and":[69,168],"irace,":[70],"package":[72],"configuration;":[76],"NSGA-II":[78,161],"chosen":[80],"as":[81,142,144],"target":[83],"be":[86],"tuned.":[87],"The":[88],"goal":[89],"facilitate":[92],"combined":[94],"use":[95],"both":[97],"tools":[98],"users":[101],"avoid":[103],"wasting":[104],"time":[105],"adjusting":[107,151],"manually":[108],"parameters":[110,154],"algorithms.":[113],"Our":[114],"proposal":[115],"involves":[116],"definition":[118],"new":[121,180],"template":[123],"evolutionary":[125,134],"algorithms,":[126],"allows":[128],"flexible":[130],"composition":[131],"from":[136],"configurable":[140],"components,":[141],"well":[143],"generation":[146],"configuration":[148],"files":[149],"irace.":[156],"To":[157],"validate":[158],"our":[159],"approach,":[160],"tuned":[163],"benchmark":[166],"problems":[167],"compared":[169],"same":[172],"using":[174],"standard":[175],"resulting":[177],"variant":[181],"shows":[183],"competitive":[185],"behavior.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
