{"id":"https://openalex.org/W2117507549","doi":"https://doi.org/10.1109/cec.2005.1554808","title":"Logistic Regression for Parameter Tuning on an Evolutionary Algorithm","display_name":"Logistic Regression for Parameter Tuning on an Evolutionary Algorithm","publication_year":2005,"publication_date":"2005-12-13","ids":{"openalex":"https://openalex.org/W2117507549","doi":"https://doi.org/10.1109/cec.2005.1554808","mag":"2117507549"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2005.1554808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2005.1554808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5105305282","display_name":"I.C.O. Ramos","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"I.C.O. Ramos","raw_affiliation_strings":["Statistics Department, UFRN, Natal, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics Department, UFRN, Natal, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091302024","display_name":"Marco C. Goldbarg","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]},{"id":"https://openalex.org/I4210088480","display_name":"Universidade Potiguar","ror":"https://ror.org/00315pw02","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210088480"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M.C. Goldbarg","raw_affiliation_strings":["DIMAp, UFRN, Natal, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIMAp, UFRN, Natal, Brazil","institution_ids":["https://openalex.org/I35046152","https://openalex.org/I4210088480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023552576","display_name":"Elizabeth Ferreira Gouv\u00eaa Goldbarg","orcid":"https://orcid.org/0000-0002-2265-4692"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E.G. Goldbarg","raw_affiliation_strings":["Statistics Department, DIMAp, Natal, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics Department, DIMAp, Natal, Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102789194","display_name":"Adri\u00e3o Duarte D\u00f3ria Neto","orcid":"https://orcid.org/0000-0002-5445-7327"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A.D. Doria Neto","raw_affiliation_strings":["Statistics Department, DCA, Natal, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics Department, DCA, Natal, Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7394,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.71485263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2","issue":null,"first_page":"1061","last_page":"1068"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9860000014305115,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9860000014305115,"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":0.9779000282287598,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9065999984741211,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7212156057357788},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6739146709442139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6660104990005493},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.6581411957740784},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5790829062461853},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.47074800729751587},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4470672607421875},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4328327775001526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41818124055862427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41435351967811584},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26357513666152954}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7212156057357788},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6739146709442139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6660104990005493},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.6581411957740784},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5790829062461853},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.47074800729751587},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4470672607421875},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4328327775001526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41818124055862427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41435351967811584},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26357513666152954}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2005.1554808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2005.1554808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W249091067","https://openalex.org/W307896644","https://openalex.org/W1571087346","https://openalex.org/W1717440967","https://openalex.org/W1973948212","https://openalex.org/W1978637082","https://openalex.org/W2016966976","https://openalex.org/W2031648200","https://openalex.org/W2076983043","https://openalex.org/W2146879413","https://openalex.org/W4230952105","https://openalex.org/W4285719527","https://openalex.org/W4298222310"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2890524932","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W3041827036","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995"],"abstract_inverted_index":{"The":[0],"investigation":[1],"of":[2,23,32],"the":[3,21,40,46,51],"parameters":[4],"for":[5,29],"which":[6],"algorithms":[7],"have":[8],"their":[9],"best":[10],"performance":[11],"is":[12,48],"crucial":[13],"when":[14],"working":[15],"with":[16],"metaheuristics.":[17],"This":[18],"paper":[19],"proposes":[20],"utilization":[22],"logistic":[24],"regression,":[25],"a":[26],"statistical":[27],"tool,":[28],"parameter":[30],"tuning":[31],"an":[33],"evolutionary":[34],"algorithm":[35,47],"called":[36],"ProtoG.":[37],"To":[38],"illustrate":[39],"ideas":[41],"proposed":[42],"in":[43],"this":[44],"work,":[45],"applied":[49],"to":[50],"traveling":[52],"salesman":[53],"problem.":[54]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}