{"id":"https://openalex.org/W2089739119","doi":"https://doi.org/10.1109/cec.2009.4983318","title":"A study of operator and parameter choices in non-revisiting genetic algorithm","display_name":"A study of operator and parameter choices in non-revisiting genetic algorithm","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2089739119","doi":"https://doi.org/10.1109/cec.2009.4983318","mag":"2089739119"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":"http://hub.hku.hk/bitstream/10722/196711/1/Content.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091162383","display_name":"Shiu Yin Yuen","orcid":"https://orcid.org/0000-0002-5889-8808"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"funder","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shiu Yin Yuen","raw_affiliation_strings":["Department of Electronic Engineering, City university of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City university of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110044571","display_name":"Chi Kin Chow","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"funder","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi Kin Chow","raw_affiliation_strings":["Department of Electronic Engineering, City university of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City university of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.219,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":2,"citation_normalized_percentile":{"value":0.35815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":71,"max":75},"biblio":{"volume":null,"issue":null,"first_page":"2977","last_page":"2984"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997,"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":0.9997,"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":0.9979,"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":0.9939,"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/operator","display_name":"Operator (biology)","score":0.7412275},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.57467777},{"id":"https://openalex.org/keywords/genetic-operator","display_name":"Genetic operator","score":0.48234364}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.9421066},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.7412275},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.57467777},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.55764604},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5432029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.52203536},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.51953346},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5114233},{"id":"https://openalex.org/C9899798","wikidata":"https://www.wikidata.org/wiki/Q629399","display_name":"Genetic operator","level":4,"score":0.48234364},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.46553388},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4624688},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37697652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.185238},{"id":"https://openalex.org/C184497298","wikidata":"https://www.wikidata.org/wiki/Q7229773","display_name":"Population-based incremental learning","level":3,"score":0.11778948},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hdl.handle.net/10722/196711","pdf_url":"http://hub.hku.hk/bitstream/10722/196711/1/Content.pdf","source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":["University of Hong Kong"],"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}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://hdl.handle.net/10722/196711","pdf_url":"http://hub.hku.hk/bitstream/10722/196711/1/Content.pdf","source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":["University of Hong Kong"],"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},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":9,"referenced_works":["https://openalex.org/W1543258308","https://openalex.org/W1986226325","https://openalex.org/W1994493251","https://openalex.org/W1997600725","https://openalex.org/W1999730307","https://openalex.org/W2078357622","https://openalex.org/W2112902257","https://openalex.org/W2156063987","https://openalex.org/W4242246215"],"related_works":["https://openalex.org/W4220706559","https://openalex.org/W2809283963","https://openalex.org/W2367260997","https://openalex.org/W2358880012","https://openalex.org/W2336142069","https://openalex.org/W2115729582","https://openalex.org/W2047271940","https://openalex.org/W2014162767","https://openalex.org/W1847609582","https://openalex.org/W17496436"],"abstract_inverted_index":{"We":[0],"study":[1],"empirically":[2],"the":[3,11,14,41,45,53,70,78,101,110],"effects":[4],"of":[5,13,22,44,118,130],"operator":[6,66,73,81,125],"and":[7,30,69,109,127],"parameter":[8,128],"choices":[9],"on":[10],"performance":[12,102],"non-revisiting":[15],"genetic":[16],"algorithm":[17],"(NrGA).":[18],"For":[19,85],"a":[20,49,87,91],"suite":[21],"14":[23],"benchmark":[24],"functions":[25],"that":[26,36,61],"include":[27],"both":[28],"uni-modal":[29],"multi-modal":[31],"functions,":[32],"it":[33,58],"is":[34,38,48,59,63,74,82,103,114],"found":[35,60],"NrGA":[37],"insensitive":[39],"to":[40],"axis":[42],"resolution":[43],"problem,":[46],"which":[47],"good":[50],"feature.":[51],"From":[52],"empirical":[54,122],"experiments,":[55],"for":[56,67,124],"operators,":[57],"crossover":[62,72,107,112],"an":[64],"essential":[65],"NrGA,":[68],"best":[71,79],"uniform":[75],"crossover,":[76],"while":[77],"selection":[80],"elitist":[83],"selection.":[84],"parameters,":[86],"small":[88],"population,":[89],"with":[90,106],"population":[92],"size":[93],"strictly":[94],"larger":[95],"than":[96],"1,":[97],"should":[98],"be":[99],"used;":[100],"monotonically":[104],"increasing":[105],"rate":[108,113],"optimal":[111],"0.5.":[115],"The":[116],"results":[117],"this":[119],"paper":[120],"provide":[121],"guidelines":[123],"designs":[126],"settings":[129],"NrGA.":[131]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2089739119","counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-04-21T02:42:15.636810","created_date":"2016-06-24"}