{"id":"https://openalex.org/W4408071478","doi":"https://doi.org/10.1109/tetci.2025.3529903","title":"Memetic Differential Evolution With Adaptive Niching Selection and Diversity-Driven Strategies for Multimodal Optimization","display_name":"Memetic Differential Evolution With Adaptive Niching Selection and Diversity-Driven Strategies for Multimodal Optimization","publication_year":2025,"publication_date":"2025-02-28","ids":{"openalex":"https://openalex.org/W4408071478","doi":"https://doi.org/10.1109/tetci.2025.3529903"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2025.3529903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2025.3529903","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","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":null,"display_name":"Yufeng Feng","orcid":"https://orcid.org/0009-0002-1837-2243"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufeng Feng","raw_affiliation_strings":["Department of Computer Science, Hangzhou Normal University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-1837-2243","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019915591","display_name":"Weiguo Sheng","orcid":"https://orcid.org/0000-0001-9680-5126"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Sheng","raw_affiliation_strings":["Department of Computer Science, Hangzhou Normal University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9680-5126","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699858","display_name":"Zidong Wang","orcid":"https://orcid.org/0000-0002-9576-7401"},"institutions":[{"id":"https://openalex.org/I4210116886","display_name":"Chongqing Vocational Institute of Engineering","ror":"https://ror.org/0279ehd23","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116886"]},{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Zidong Wang","raw_affiliation_strings":["Department of Computer Science, Brunel University London, Uxbridge, U.K","Department of Network and Information Security, Chongqing Vocational Institute of Safety & Technology, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-9576-7401","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brunel University London, Uxbridge, U.K","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Department of Network and Information Security, Chongqing Vocational Institute of Safety & Technology, Chongqing, China","institution_ids":["https://openalex.org/I4210116886"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066482162","display_name":"Gang Xiao","orcid":"https://orcid.org/0000-0002-0806-2156"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Xiao","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0806-2156","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350198","display_name":"Qi Li","orcid":"https://orcid.org/0000-0002-2481-3634"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Li","raw_affiliation_strings":["Department of Computer Science, Hangzhou Normal University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361052","display_name":"Li Li","orcid":"https://orcid.org/0000-0001-8897-9433"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China"],"raw_orcid":"https://orcid.org/0000-0001-8897-9433","affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Trusted Software, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083554949","display_name":"Zuling Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116886","display_name":"Chongqing Vocational Institute of Engineering","ror":"https://ror.org/0279ehd23","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116886"]},{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Zuling Wang","raw_affiliation_strings":["Department of Computer Science, Brunel University London, Uxbridge, U.K","Department of Network and Information Security, Chongqing Vocational Institute of Safety & Technology, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brunel University London, Uxbridge, U.K","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Department of Network and Information Security, Chongqing Vocational Institute of Safety & Technology, Chongqing, China","institution_ids":["https://openalex.org/I4210116886"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1514,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94559291,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"9","issue":"2","first_page":"1322","last_page":"1339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9505000114440918,"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":0.9505000114440918,"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/differential-evolution","display_name":"Differential evolution","score":0.7495847940444946},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6490413546562195},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.5546872019767761},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5100718140602112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4952479898929596},{"id":"https://openalex.org/keywords/adaptive-strategies","display_name":"Adaptive strategies","score":0.46858447790145874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42693817615509033},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.4210110306739807},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34497833251953125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2446163296699524},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.185191810131073},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12787827849388123},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1075391173362732}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7495847940444946},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6490413546562195},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5546872019767761},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5100718140602112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4952479898929596},{"id":"https://openalex.org/C167393769","wikidata":"https://www.wikidata.org/wiki/Q4680768","display_name":"Adaptive strategies","level":2,"score":0.46858447790145874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42693817615509033},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.4210110306739807},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34497833251953125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2446163296699524},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.185191810131073},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12787827849388123},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1075391173362732},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2025.3529903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2025.3529903","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2760517981","display_name":null,"funder_award_id":"62476249","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5274541660","display_name":null,"funder_award_id":"62006058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6667416880","display_name":null,"funder_award_id":"62003121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7613949584","display_name":null,"funder_award_id":"62366009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1968005908","https://openalex.org/W1979440007","https://openalex.org/W1988184716","https://openalex.org/W2017258920","https://openalex.org/W2022637272","https://openalex.org/W2054878539","https://openalex.org/W2068610075","https://openalex.org/W2079561848","https://openalex.org/W2083281224","https://openalex.org/W2096166399","https://openalex.org/W2098073879","https://openalex.org/W2111484142","https://openalex.org/W2126105956","https://openalex.org/W2132147811","https://openalex.org/W2146713522","https://openalex.org/W2152100799","https://openalex.org/W2156194072","https://openalex.org/W2157455017","https://openalex.org/W2159308419","https://openalex.org/W2285034650","https://openalex.org/W2511876546","https://openalex.org/W2564330218","https://openalex.org/W2703228754","https://openalex.org/W2755582626","https://openalex.org/W2892336140","https://openalex.org/W2938111495","https://openalex.org/W2950161378","https://openalex.org/W3089551448","https://openalex.org/W3111490633","https://openalex.org/W3113348940","https://openalex.org/W3117647011","https://openalex.org/W3134467796","https://openalex.org/W3197134568","https://openalex.org/W3201570325","https://openalex.org/W3208864959","https://openalex.org/W3217386007","https://openalex.org/W4200185120","https://openalex.org/W4200251365","https://openalex.org/W4225851404","https://openalex.org/W4231461647","https://openalex.org/W4293474934","https://openalex.org/W4312708273","https://openalex.org/W4317496694","https://openalex.org/W4319459161","https://openalex.org/W4320483041","https://openalex.org/W4321794116","https://openalex.org/W4366439802","https://openalex.org/W4377232665","https://openalex.org/W4379805283","https://openalex.org/W4381983181","https://openalex.org/W4385834605","https://openalex.org/W4390825338","https://openalex.org/W6607453073","https://openalex.org/W6678845729","https://openalex.org/W6727810767"],"related_works":["https://openalex.org/W2154827005","https://openalex.org/W2049779581","https://openalex.org/W2771537924","https://openalex.org/W4251322511","https://openalex.org/W2604885511","https://openalex.org/W2166377462","https://openalex.org/W2063712048","https://openalex.org/W2019200954","https://openalex.org/W2364302054","https://openalex.org/W2074625726"],"abstract_inverted_index":{"Simultaneously":[0],"identifying":[1],"a":[2,15,21,60,86],"set":[3],"of":[4,10,114,129,136,146,165],"optimal":[5],"solutions":[6,130],"within":[7],"the":[8,40,43,65,99,112,127,134,163],"landscape":[9],"multimodal":[11],"optimization":[12],"problem":[13],"presents":[14],"significant":[16],"challenge.":[17,41],"In":[18,42],"this":[19],"work,":[20],"differential":[22],"evolution":[23],"algorithm":[24],"with":[25,72],"adaptive":[26,32,47,106],"niching":[27,48,57,70],"selection,":[28],"diversity-driven":[29,87],"exploration":[30,88],"and":[31,76,118],"local":[33,107,116],"search":[34,74,108,117],"strategies":[35],"is":[36,51,77,102,138],"proposed":[37,44,147],"to":[38,53,63,83,97,140,172],"tackle":[39],"method,":[45,167],"an":[46,105],"selection":[49],"strategy":[50],"devised":[52],"dynamically":[54,78,123],"select":[55],"appropriate":[56],"methods":[58,71],"from":[59,94,156],"diverse":[61],"pool":[62,68],"evolve":[64],"population.":[66],"The":[67,144],"encompasses":[69],"varying":[73],"properties":[75],"updated":[79],"during":[80],"evolution.":[81],"Further,":[82],"enhance":[84],"exploration,":[85],"strategy,":[89],"which":[90,111],"leverages":[91],"redundant":[92],"individuals":[93],"convergence":[95],"regions":[96],"explore":[98],"solution":[100],"space,":[101],"introduced.":[103],"Additionally,":[104],"operation,":[109],"in":[110],"probability":[113],"applying":[115],"corresponding":[119],"sampling":[120],"area":[121],"are":[122],"determined":[124],"based":[125],"on":[126,152],"potential":[128],"as":[131,133],"well":[132],"stage":[135],"evolution,":[137],"developed":[139],"fine-tune":[141],"promising":[142],"solutions.":[143],"effectiveness":[145,164],"method":[148],"has":[149],"been":[150],"demonstrated":[151],"20":[153],"test":[154],"functions":[155],"CEC2013":[157],"benchmark":[158],"suite.":[159],"Experimental":[160],"results":[161],"confirm":[162],"our":[166],"demonstrating":[168],"its":[169],"superiority":[170],"compared":[171],"related":[173],"algorithms.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}