{"id":"https://openalex.org/W4402450609","doi":"https://doi.org/10.1109/tsmc.2024.3447051","title":"Multiselection-Based Differential Evolution","display_name":"Multiselection-Based Differential Evolution","publication_year":2024,"publication_date":"2024-09-11","ids":{"openalex":"https://openalex.org/W4402450609","doi":"https://doi.org/10.1109/tsmc.2024.3447051"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2024.3447051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3447051","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","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":"https://openalex.org/A5065269092","display_name":"Zonghui Cai","orcid":"https://orcid.org/0000-0002-3705-3603"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Zonghui Cai","raw_affiliation_strings":["Faculty of Engineering, University of Toyama, Toyama, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama, Toyama, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010245958","display_name":"Shangce Gao","orcid":"https://orcid.org/0000-0001-5042-3261"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shangce Gao","raw_affiliation_strings":["Faculty of Engineering, University of Toyama, Toyama, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama, Toyama, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiao Yang","orcid":"https://orcid.org/0009-0006-2676-5417"},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xiao Yang","raw_affiliation_strings":["Faculty of Engineering, University of Toyama, Toyama, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Toyama, Toyama, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"MengChu Zhou","raw_affiliation_strings":["Macao Institute of Systems Engineering, Macau University of Science and Technology, Macao, China"],"affiliations":[{"raw_affiliation_string":"Macao Institute of Systems Engineering, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065269092"],"corresponding_institution_ids":["https://openalex.org/I42766147"],"apc_list":null,"apc_paid":null,"fwci":5.7676,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.96575362,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"54","issue":"12","first_page":"7318","last_page":"7330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.49380001425743103,"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":0.49380001425743103,"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","display_name":"Differential (mechanical device)","score":0.4802118241786957},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39064836502075195},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19895195960998535},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.04605486989021301}],"concepts":[{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4802118241786957},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39064836502075195},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19895195960998535},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.04605486989021301}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2024.3447051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3447051","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6689249321","display_name":null,"funder_award_id":"JP23K24899","funder_id":"https://openalex.org/F4320320212","funder_display_name":"Japan Society for the Promotion of Science London"}],"funders":[{"id":"https://openalex.org/F4320320212","display_name":"Japan Society for the Promotion of Science London","ror":"https://ror.org/02m7axw05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W102487131","https://openalex.org/W243319620","https://openalex.org/W1595159159","https://openalex.org/W1834439319","https://openalex.org/W1968075052","https://openalex.org/W1998608446","https://openalex.org/W2028031385","https://openalex.org/W2042253843","https://openalex.org/W2042476863","https://openalex.org/W2044319907","https://openalex.org/W2110041316","https://openalex.org/W2112036188","https://openalex.org/W2117250519","https://openalex.org/W2134285040","https://openalex.org/W2137340504","https://openalex.org/W2144051602","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2201979468","https://openalex.org/W2310612427","https://openalex.org/W2343420905","https://openalex.org/W2516016683","https://openalex.org/W2526296895","https://openalex.org/W2557923043","https://openalex.org/W2558097110","https://openalex.org/W2578438885","https://openalex.org/W2593807586","https://openalex.org/W2726592172","https://openalex.org/W2729414995","https://openalex.org/W2732171826","https://openalex.org/W2740214879","https://openalex.org/W2769676836","https://openalex.org/W2780192222","https://openalex.org/W2790964743","https://openalex.org/W2791918010","https://openalex.org/W2809890364","https://openalex.org/W2890165771","https://openalex.org/W2895380069","https://openalex.org/W2897728985","https://openalex.org/W2953444249","https://openalex.org/W2979736100","https://openalex.org/W2981943969","https://openalex.org/W2996697690","https://openalex.org/W2998173449","https://openalex.org/W3006746595","https://openalex.org/W3008773008","https://openalex.org/W3009979760","https://openalex.org/W3015773857","https://openalex.org/W3083172984","https://openalex.org/W3083328146","https://openalex.org/W3096859156","https://openalex.org/W3109051023","https://openalex.org/W3109587892","https://openalex.org/W3111707114","https://openalex.org/W3118337991","https://openalex.org/W3155564730","https://openalex.org/W3162105028","https://openalex.org/W3163251780","https://openalex.org/W3167862083","https://openalex.org/W3201324775","https://openalex.org/W3209155750","https://openalex.org/W3212078755","https://openalex.org/W4200105493","https://openalex.org/W4220782488","https://openalex.org/W4220866533","https://openalex.org/W4307793327","https://openalex.org/W4315880929","https://openalex.org/W4322730981","https://openalex.org/W4367595503","https://openalex.org/W4385819784","https://openalex.org/W4386269790","https://openalex.org/W4388469766","https://openalex.org/W4394834675","https://openalex.org/W6686280248","https://openalex.org/W6759768743"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Differential":[0],"evolution":[1],"(DE)":[2],"has":[3],"been":[4],"developed":[5],"as":[6],"a":[7,81,95,119,190],"state-of-the-art":[8],"population-based":[9,204],"stochastic":[10,205],"optimizer":[11],"for":[12,35,53,57],"continuous":[13],"nonconvex":[14],"search":[15,39,120,180],"space":[16],"in":[17,44,200],"recent":[18],"decades.":[19],"It":[20],"uses":[21],"difference":[22,48,67],"vectors":[23,49],"among":[24],"individuals":[25],"to":[26,55,99,112,193],"adaptively":[27],"control":[28],"the":[29,60,115,128,146,151,162,167,195,198,201],"balance":[30],"between":[31],"exploration":[32,54],"and":[33,131],"exploitation":[34,72],"achieving":[36],"an":[37],"excellent":[38],"performance.":[40],"Specifically,":[41,103],"one-to-one":[42],"selection":[43,61,108],"DE":[45,97,169,173],"guarantees":[46],"that":[47,145],"vary":[50],"from":[51],"large":[52],"small":[56],"exploitation.":[58],"However,":[59],"may":[62],"generate":[63],"inappropriate":[64],"scale":[65],"of":[66,84,107,153,184,197,203],"vectors,":[68],"which":[69],"causes":[70],"insufficient":[71],"when":[73,160],"facing":[74],"complex":[75],"problems":[76],"with,":[77],"e.g.,":[78],"multimodal":[79],"with":[80,114,166],"huge":[82],"number":[83],"local":[85],"optima":[86],"or":[87,170],"plain":[88],"regions.":[89],"In":[90],"this":[91],"article,":[92],"we":[93],"propose":[94],"multiselection-based":[96,164],"(MSDE)":[98],"address":[100],"such":[101],"limitation.":[102],"three":[104],"different":[105,116],"types":[106],"strategies":[109],"are":[110],"adopted":[111],"deal":[113],"situation":[117],"during":[118],"process.":[121],"The":[122],"proposed":[123,147,163],"MSDE":[124,148],"is":[125],"evaluated":[126],"on":[127,135,182],"2013,":[129],"2014,":[130],"2017":[132],"IEEE":[133],"congress":[134],"evolutionary":[136],"computation":[137],"real":[138],"parameter":[139],"optimization":[140],"competitions.":[141,155],"Experimental":[142],"results":[143],"demonstrate":[144],"significantly":[149],"outperforms":[150],"winners":[152],"those":[154],"We":[156],"further":[157],"show":[158],"that,":[159],"integrating":[161],"strategy":[165],"original":[168],"other":[171],"advanced":[172],"variants,":[174],"it":[175],"can":[176],"also":[177],"improve":[178],"their":[179],"performance":[181],"most":[183],"test":[185],"cases.":[186],"This":[187],"work":[188],"makes":[189],"significant":[191],"contribution":[192],"advance":[194],"state":[196],"art":[199],"area":[202],"optimizers.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}