{"id":"https://openalex.org/W4313192454","doi":"https://doi.org/10.1109/tevc.2022.3220424","title":"Differential Evolution With Domain Transform","display_name":"Differential Evolution With Domain Transform","publication_year":2022,"publication_date":"2022-11-08","ids":{"openalex":"https://openalex.org/W4313192454","doi":"https://doi.org/10.1109/tevc.2022.3220424"},"language":"en","primary_location":{"id":"doi:10.1109/tevc.2022.3220424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2022.3220424","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","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/A5087800260","display_name":"Sheng Xin Zhang","orcid":"https://orcid.org/0000-0003-1719-0341"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Xin Zhang","raw_affiliation_strings":["College of Information Science and Technology and the College of Cyber Security, Jinan University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1719-0341","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology and the College of Cyber Security, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034340230","display_name":"Yi Nan Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Nan Wen","raw_affiliation_strings":["College of Information Science and Technology, Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102349589","display_name":"Yu Hong Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Hong Liu","raw_affiliation_strings":["College of Information Science and Technology and the College of Cyber Security, Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology and the College of Cyber Security, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102337442","display_name":"Li Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Ming Zheng","raw_affiliation_strings":["College of Information Science and Technology and the College of Cyber Security, Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology and the College of Cyber Security, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112466201","display_name":"Shao Yong Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shao Yong Zheng","raw_affiliation_strings":["School of Electronics and Information Technology, Guangdong Provincial Key Laboratory of Optoelectronic Information Processing Chips and Systems, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4337-7057","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Technology, Guangdong Provincial Key Laboratory of Optoelectronic Information Processing Chips and Systems, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":3.3306,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.93019935,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"27","issue":"5","first_page":"1440","last_page":"1455"},"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":0.9983000159263611,"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":0.9968000054359436,"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/fitness-landscape","display_name":"Fitness landscape","score":0.7839421033859253},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.724608302116394},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6228446960449219},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6007775068283081},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5996829271316528},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.5868091583251953},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5397504568099976},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5258054137229919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5090291500091553},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.428700715303421},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41723254323005676},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3884143531322479},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3666694760322571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3407454490661621},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.16441920399665833}],"concepts":[{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.7839421033859253},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.724608302116394},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6228446960449219},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6007775068283081},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5996829271316528},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.5868091583251953},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5397504568099976},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5258054137229919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5090291500091553},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.428700715303421},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41723254323005676},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3884143531322479},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3666694760322571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3407454490661621},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.16441920399665833},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tevc.2022.3220424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tevc.2022.3220424","pdf_url":null,"source":{"id":"https://openalex.org/S93787993","display_name":"IEEE Transactions on Evolutionary Computation","issn_l":"1089-778X","issn":["1089-778X","1941-0026"],"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 Evolutionary Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4139771488","display_name":null,"funder_award_id":"2016B010126004","funder_id":"https://openalex.org/F4320327772","funder_display_name":"Guangdong Provincial Applied Science and Technology Research and Development Program"},{"id":"https://openalex.org/G4369528929","display_name":"\u57fa\u4e8e\u76f8\u4f4d\u8c03\u63a7\u673a\u7406\u7684\u5bbd\u5e26\u9ad8\u80fd\u6548\u529f\u7387\u653e\u5927\u5668\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62071503","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6719103882","display_name":null,"funder_award_id":"62201227","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"},{"id":"https://openalex.org/F4320327772","display_name":"Guangdong Provincial Applied Science and Technology Research and Development Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W7934506","https://openalex.org/W659505065","https://openalex.org/W1497734866","https://openalex.org/W1565746575","https://openalex.org/W1670967200","https://openalex.org/W1879678483","https://openalex.org/W1971579293","https://openalex.org/W1972278817","https://openalex.org/W1975906723","https://openalex.org/W1976956135","https://openalex.org/W1994570637","https://openalex.org/W1997236631","https://openalex.org/W1997807546","https://openalex.org/W2000315765","https://openalex.org/W2016114852","https://openalex.org/W2017568388","https://openalex.org/W2027825959","https://openalex.org/W2028031385","https://openalex.org/W2028186927","https://openalex.org/W2034139177","https://openalex.org/W2042253843","https://openalex.org/W2051152418","https://openalex.org/W2052367557","https://openalex.org/W2061171222","https://openalex.org/W2083532959","https://openalex.org/W2100791493","https://openalex.org/W2103503350","https://openalex.org/W2106619719","https://openalex.org/W2117250519","https://openalex.org/W2124039002","https://openalex.org/W2125332715","https://openalex.org/W2127143521","https://openalex.org/W2131672778","https://openalex.org/W2134154181","https://openalex.org/W2137246147","https://openalex.org/W2137340504","https://openalex.org/W2143381319","https://openalex.org/W2144051602","https://openalex.org/W2148192607","https://openalex.org/W2148600622","https://openalex.org/W2150337126","https://openalex.org/W2154342596","https://openalex.org/W2155482699","https://openalex.org/W2155529731","https://openalex.org/W2162145193","https://openalex.org/W2310612427","https://openalex.org/W2555395830","https://openalex.org/W2558240872","https://openalex.org/W2594386134","https://openalex.org/W2621346634","https://openalex.org/W2678301703","https://openalex.org/W2729414995","https://openalex.org/W2732171826","https://openalex.org/W2742310559","https://openalex.org/W2745335589","https://openalex.org/W2755736673","https://openalex.org/W2780192222","https://openalex.org/W2790309735","https://openalex.org/W2793694462","https://openalex.org/W2797204974","https://openalex.org/W2802720320","https://openalex.org/W2808007481","https://openalex.org/W2809890364","https://openalex.org/W2885803011","https://openalex.org/W2892369032","https://openalex.org/W2897728985","https://openalex.org/W2899191645","https://openalex.org/W2901247452","https://openalex.org/W2910382407","https://openalex.org/W2914049157","https://openalex.org/W2943528199","https://openalex.org/W2959993166","https://openalex.org/W2970515102","https://openalex.org/W2975021551","https://openalex.org/W2975615763","https://openalex.org/W2981943969","https://openalex.org/W2989649775","https://openalex.org/W3002251818","https://openalex.org/W3081325185","https://openalex.org/W3099597351","https://openalex.org/W3109587892","https://openalex.org/W3133850968","https://openalex.org/W3147354744","https://openalex.org/W3154457302","https://openalex.org/W3163251780","https://openalex.org/W3205373220","https://openalex.org/W4206918614","https://openalex.org/W4229028944","https://openalex.org/W4293857795","https://openalex.org/W6640368482"],"related_works":["https://openalex.org/W2017510848","https://openalex.org/W2079483465","https://openalex.org/W2107894985","https://openalex.org/W1634842376","https://openalex.org/W4319074235","https://openalex.org/W2911471039","https://openalex.org/W3010792683","https://openalex.org/W2194706095","https://openalex.org/W2041355156","https://openalex.org/W2902454235"],"abstract_inverted_index":{"Although":[0],"a":[1,51,60,80,100],"significant":[2],"advancement":[3],"of":[4,21,54],"differential":[5],"evolution":[6],"(DE)":[7],"for":[8,190],"global":[9],"optimization":[10,192,214],"has":[11,186],"been":[12,188],"witnessed":[13],"in":[14],"the":[15,19,32,44,68,93,108,117,122,130,133,141,159,176,198,200],"past":[16],"two":[17],"decades,":[18],"problems":[20],"premature":[22],"convergence":[23,48],"and":[24,111,139,146,164,179,193],"stagnation":[25,64,147],"are":[26,35,127],"still":[27],"open":[28],"questions":[29],"that":[30,155],"hinder":[31],"performance.":[33],"Both":[34],"likely":[36],"to":[37,50,59,107,116],"occur":[38],"on":[39,148,175],"complicated":[40,149],"multimodal":[41,150],"functions,":[42],"but":[43],"phenomena":[45],"differ.":[46],"Premature":[47],"refers":[49],"rapid":[52],"loss":[53],"population":[55,69,160,165],"diversity":[56],"when":[57],"attracted":[58],"local":[61,144],"minimum":[62],"while":[63],"happens":[65],"even":[66],"though":[67],"is":[70],"diverse.":[71],"To":[72],"deal":[73],"with":[74,104],"these":[75],"problems,":[76],"this":[77],"article":[78],"proposes":[79],"domain":[81,110],"transform":[82,105,113],"(DT)":[83],"methodology.":[84],"Different":[85],"from":[86,143],"existing":[87],"fitness":[88,95,102,135],"analysis":[89],"which":[90,121],"mainly":[91],"utilizes":[92],"original":[94],"landscape":[96,103,136],"information,":[97],"DT":[98,156,185],"yields":[99],"transformed":[101,134],"operation":[106,114],"frequency":[109],"inverse":[112],"back":[115],"solution":[118],"domain,":[119],"between":[120],"first":[123],"few":[124],"highest":[125],"frequencies":[126],"removed.":[128],"With":[129],"deletion":[131],"operation,":[132],"becomes":[137],"smoother":[138],"facilitates":[140],"escape":[142],"minima":[145],"functions.":[151],"Simulation":[152],"results":[153],"show":[154],"significantly":[157],"improves":[158],"successful":[161],"update":[162],"rate":[163],"convergence.":[166],"The":[167],"constructed":[168],"DTDE":[169],"algorithm":[170,178],"consequently":[171],"exhibits":[172],"remarkable":[173],"improvements":[174],"baseline":[177],"outperforms":[180],"several":[181,210],"state-of-the-art":[182,204],"DE":[183,205],"variants.":[184],"also":[187],"extended":[189],"noisy":[191,212],"it":[194],"performs":[195],"better":[196],"than":[197],"baseline,":[199],"classic":[201],"resampling":[202],"method,":[203],"variants,":[206],"as":[207,209],"well":[208],"popular":[211],"evolutionary":[213],"algorithms.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
