{"id":"https://openalex.org/W1514502744","doi":"https://doi.org/10.1109/cec.2005.1554813","title":"A Hybrid Approach to Parameter Tuning in Genetic Algorithms","display_name":"A Hybrid Approach to Parameter Tuning in Genetic Algorithms","publication_year":2005,"publication_date":"2005-12-13","ids":{"openalex":"https://openalex.org/W1514502744","doi":"https://doi.org/10.1109/cec.2005.1554813","mag":"1514502744"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2005.1554813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2005.1554813","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/A5032061647","display_name":"Bo Yuan","orcid":"https://orcid.org/0000-0003-2169-0007"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU","PK"],"is_corresponding":false,"raw_author_name":"Bo Yuan","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland, QLD, Australia","Sch. of Inf. Technol. & Electr. Eng., Queensland Univ., Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland, QLD, Australia","institution_ids":["https://openalex.org/I160993911","https://openalex.org/I165143802"]},{"raw_affiliation_string":"Sch. of Inf. Technol. & Electr. Eng., Queensland Univ., Australia","institution_ids":["https://openalex.org/I1323252656","https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017810911","display_name":"Marcus Gallagher","orcid":"https://orcid.org/0000-0002-6694-9572"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU","PK"],"is_corresponding":false,"raw_author_name":"M. Gallagher","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland, QLD, Australia","Sch. of Inf. Technol. & Electr. Eng., Queensland Univ., Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland, QLD, Australia","institution_ids":["https://openalex.org/I160993911","https://openalex.org/I165143802"]},{"raw_affiliation_string":"Sch. of Inf. Technol. & Electr. Eng., Queensland Univ., Australia","institution_ids":["https://openalex.org/I1323252656","https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9858,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.7430036,"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":"1096","last_page":"1103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9994999766349792,"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":0.9959999918937683,"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/benchmark","display_name":"Benchmark (surveying)","score":0.756357729434967},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6532545685768127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6302971839904785},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5876290798187256},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.576201319694519},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5411306023597717},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5103980898857117},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.46892812848091125},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4559077322483063},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4125939607620239},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38372722268104553},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3238790035247803},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2512495815753937},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07429903745651245}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.756357729434967},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6532545685768127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6302971839904785},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5876290798187256},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.576201319694519},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5411306023597717},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5103980898857117},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.46892812848091125},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4559077322483063},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4125939607620239},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38372722268104553},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3238790035247803},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2512495815753937},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07429903745651245},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2005.1554813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2005.1554813","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.64.5601","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.64.5601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.itee.uq.edu.au/~marcusg/papers/yuan_gallagher_cec05b.pdf","raw_type":"text"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:102995","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W103650626","https://openalex.org/W1497256448","https://openalex.org/W1519597478","https://openalex.org/W1531201621","https://openalex.org/W1559956479","https://openalex.org/W1585839838","https://openalex.org/W1639032689","https://openalex.org/W1831065856","https://openalex.org/W2028569720","https://openalex.org/W2075319581","https://openalex.org/W2096590200","https://openalex.org/W2102248717","https://openalex.org/W2144636407","https://openalex.org/W2146879413","https://openalex.org/W2151554678","https://openalex.org/W2165962877","https://openalex.org/W3023540311","https://openalex.org/W4232158517","https://openalex.org/W4232569293","https://openalex.org/W4387688680","https://openalex.org/W6631259609","https://openalex.org/W6631633985","https://openalex.org/W6684585682"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W1482441085","https://openalex.org/W2966858528","https://openalex.org/W2151687600","https://openalex.org/W2726551571"],"abstract_inverted_index":{"Choosing":[0],"the":[1,19,24,34,39,92,104,122],"best":[2],"parameter":[3,21,29,112],"setting":[4],"is":[5,72,88,101],"a":[6,31,85,96],"well-known":[7],"important":[8],"and":[9,33,42,124],"challenging":[10],"task":[11],"in":[12,58,130],"evolutionary":[13],"algorithms":[14,133],"(EAs).":[15],"As":[16],"one":[17],"of":[18,36,107,116,126],"earliest":[20],"tuning":[22,131],"techniques,":[23],"meta-EA":[25,93],"approach":[26,87,94,129],"regards":[27],"each":[28],"as":[30,38],"variable":[32],"performance":[35,109],"algorithm":[37,64,108],"fitness":[40],"value":[41],"conducts":[43],"searching":[44],"on":[45,80,103,135],"this":[46,59,83,127],"landscape":[47],"using":[48],"various":[49],"genetic":[50,132],"operators.":[51],"However,":[52],"there":[53],"are":[54,66,118],"some":[55,63],"inherent":[56],"issues":[57],"method.":[60],"For":[61],"example,":[62],"parameters":[65],"generally":[67],"not":[68],"searchable":[69],"because":[70],"it":[71],"difficult":[73],"to":[74,120],"define":[75],"any":[76],"sensible":[77],"distance":[78],"metric":[79],"them.":[81],"In":[82],"paper,":[84],"novel":[86],"proposed":[89],"by":[90],"combining":[91],"with":[95,110],"method":[97],"called":[98],"racing,":[99],"which":[100],"based":[102],"statistical":[105],"analysis":[106],"different":[111],"settings.":[113],"A":[114],"series":[115],"experiments":[117],"conducted":[119],"show":[121],"reliability":[123],"efficiency":[125],"hybrid":[128],"(GAs)":[134],"two":[136],"benchmark":[137],"problems.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}