{"id":"https://openalex.org/W3189075727","doi":"https://doi.org/10.1109/cec45853.2021.9504876","title":"Adaptive Differential Evolution based on Exploration and Exploitation Control","display_name":"Adaptive Differential Evolution based on Exploration and Exploitation Control","publication_year":2021,"publication_date":"2021-06-28","ids":{"openalex":"https://openalex.org/W3189075727","doi":"https://doi.org/10.1109/cec45853.2021.9504876","mag":"3189075727"},"language":"en","primary_location":{"id":"doi:10.1109/cec45853.2021.9504876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec45853.2021.9504876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC)","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/A5084546600","display_name":"Hao Bai","orcid":"https://orcid.org/0000-0003-3546-8802"},"institutions":[{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hao Bai","raw_affiliation_strings":["Laboratory of Mechanics of Normandy (LMN), INSA Rouen Normandy, Rouen, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Mechanics of Normandy (LMN), INSA Rouen Normandy, Rouen, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I88814501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030356525","display_name":"Changwu Huang","orcid":"https://orcid.org/0000-0003-3685-2822"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changwu Huang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635494","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0001-8837-4442"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09277794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"41","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9997000098228455,"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":0.9851999878883362,"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/crossover","display_name":"Crossover","score":0.7365690469741821},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7190234661102295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6009951829910278},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5518530011177063},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5512611865997314},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5110036134719849},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5094240307807922},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4372604489326477},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4298839271068573},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42777368426322937},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.42138510942459106},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3633340299129486},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34831106662750244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3197149336338043},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24545326828956604},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.189020037651062},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17514950037002563}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7365690469741821},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7190234661102295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6009951829910278},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5518530011177063},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5512611865997314},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5110036134719849},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5094240307807922},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4372604489326477},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4298839271068573},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42777368426322937},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.42138510942459106},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3633340299129486},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34831106662750244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3197149336338043},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24545326828956604},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.189020037651062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17514950037002563},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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":1,"locations":[{"id":"doi:10.1109/cec45853.2021.9504876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec45853.2021.9504876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316333","display_name":"Program for University Key Laboratory of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W60686164","https://openalex.org/W74931915","https://openalex.org/W1508767046","https://openalex.org/W1544426622","https://openalex.org/W1565746575","https://openalex.org/W1595159159","https://openalex.org/W1968075052","https://openalex.org/W1976956135","https://openalex.org/W2021027064","https://openalex.org/W2028031385","https://openalex.org/W2070972695","https://openalex.org/W2117250519","https://openalex.org/W2118020555","https://openalex.org/W2121863487","https://openalex.org/W2132477054","https://openalex.org/W2137340504","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2162145193","https://openalex.org/W2163845190","https://openalex.org/W2168405694","https://openalex.org/W2310612427","https://openalex.org/W2621129539","https://openalex.org/W2784257505","https://openalex.org/W2809890364","https://openalex.org/W2950680102","https://openalex.org/W2961614712","https://openalex.org/W2963647337","https://openalex.org/W2968187932","https://openalex.org/W2997524296","https://openalex.org/W4214717370","https://openalex.org/W6632462264"],"related_works":["https://openalex.org/W1988293173","https://openalex.org/W2076472895","https://openalex.org/W2389275641","https://openalex.org/W3111421931","https://openalex.org/W2895647686","https://openalex.org/W3177681191","https://openalex.org/W1985939653","https://openalex.org/W2039847237","https://openalex.org/W2997917529","https://openalex.org/W2015132550"],"abstract_inverted_index":{"Search":[0],"operator":[1],"design":[2],"and":[3,17,30,60,63,74,105,112,118,136,157],"parameter":[4,69,113],"tuning":[5],"are":[6,18,122],"essential":[7],"parts":[8],"of":[9,49,84,96,108,120,144,154],"algorithm":[10,26],"design.":[11],"However,":[12],"they":[13],"often":[14],"involve":[15],"trial-and-error":[16],"very":[19],"time-consuming.":[20],"A":[21,71],"new":[22],"differential":[23],"evolution":[24],"(DE)":[25],"with":[27,134,159],"adaptive":[28,162],"exploration":[29,73,91,104,135],"exploitation":[31,75,106],"control":[32,68],"(AEEC-DE)":[33],"is":[34,77,89,99,146],"proposed":[35,44],"in":[36,90],"this":[37,41],"work":[38],"to":[39,79,101],"tackle":[40],"challenge.":[42],"The":[43,94,142],"method":[45],"improves":[46],"the":[47,66,82,103,116,125],"performance":[48,143],"DE":[50,121,163],"by":[51],"automatically":[52],"selecting":[53],"trial":[54],"vector":[55],"generation":[56,110],"strategies":[57,111,117],"(both":[58],"mutation":[59],"crossover":[61],"operators)":[62],"dynamically":[64],"generating":[65],"associated":[67],"values.":[70,114],"probability-based":[72],"measurement":[76],"introduced":[78],"estimate":[80],"whether":[81],"state":[83,95],"each":[85],"newly":[86],"generated":[87],"individual":[88],"or":[92],"exploitation.":[93,141],"historical":[97],"individuals":[98],"used":[100],"assess":[102],"capabilities":[107],"different":[109],"Then,":[115],"parameters":[119],"adapted":[123],"following":[124],"common":[126],"belief":[127],"that":[128],"evolutionary":[129],"algorithms":[130],"(EAs)":[131],"should":[132],"start":[133],"then":[137],"gradually":[138],"change":[139],"into":[140],"AEEC-DE":[145],"evaluated":[147],"through":[148],"experimental":[149],"studies":[150],"on":[151],"a":[152],"set":[153],"test":[155],"problems":[156],"compared":[158],"several":[160],"state-of-the-art":[161],"variants.":[164]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}