{"id":"https://openalex.org/W2077621440","doi":"https://doi.org/10.1145/2001576.2001723","title":"A new differential evolution algorithm with dynamic population partition and local restart","display_name":"A new differential evolution algorithm with dynamic population partition and local restart","publication_year":2011,"publication_date":"2011-07-12","ids":{"openalex":"https://openalex.org/W2077621440","doi":"https://doi.org/10.1145/2001576.2001723","mag":"2077621440"},"language":"en","primary_location":{"id":"doi:10.1145/2001576.2001723","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001576.2001723","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-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/A5100648806","display_name":"Yuanlong Li","orcid":"https://orcid.org/0000-0002-2375-1806"},"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":"Yuan-long Li","raw_affiliation_strings":["SUN Yat-sen University, Guangzhou, China","[Sun Yat-sen University, Guangzhou, China.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SUN Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"[Sun Yat-sen University, Guangzhou, China.]","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871"},"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":"Jun Zhang","raw_affiliation_strings":["SUN Yat-sen University, Guangzhou, China","[Sun Yat-sen University, Guangzhou, China.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SUN Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"[Sun Yat-sen University, Guangzhou, China.]","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.11395279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1085","last_page":"1092"},"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":0.9914000034332275,"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":0.9563999772071838,"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/maxima-and-minima","display_name":"Maxima and minima","score":0.7503312826156616},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6464747786521912},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6169736981391907},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6024131774902344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5827192068099976},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5822277665138245},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.569471538066864},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49324101209640503},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.45289933681488037},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42907190322875977},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41403928399086},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34387344121932983},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28191524744033813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2011304795742035},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09011998772621155},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08561095595359802}],"concepts":[{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.7503312826156616},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6464747786521912},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6169736981391907},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6024131774902344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5827192068099976},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5822277665138245},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.569471538066864},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49324101209640503},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.45289933681488037},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42907190322875977},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41403928399086},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34387344121932983},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28191524744033813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2011304795742035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09011998772621155},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08561095595359802},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2001576.2001723","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001576.2001723","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1998674867","https://openalex.org/W2125332715","https://openalex.org/W2137340504","https://openalex.org/W2152195021","https://openalex.org/W2155529731","https://openalex.org/W2162145193","https://openalex.org/W3137715965"],"related_works":["https://openalex.org/W2375684291","https://openalex.org/W2354676191","https://openalex.org/W3188646203","https://openalex.org/W2909957174","https://openalex.org/W136674370","https://openalex.org/W4246278799","https://openalex.org/W2105527480","https://openalex.org/W2052387497","https://openalex.org/W2050203848","https://openalex.org/W2050191802"],"abstract_inverted_index":{"This":[0,112],"paper":[1],"will":[2,47,62,94,104],"introduce":[3],"a":[4,14,33,49,90,143],"new":[5],"differential":[6],"evolution":[7],"(DE)":[8],"algorithm":[9,139],"called":[10],"DE/cluster.":[11],"DE/cluster":[12,121,138],"applies":[13],"simple":[15],"hierarchical":[16],"clustering":[17],"model":[18],"to":[19,31,54,68],"mine":[20],"the":[21,25,37,44,56,70,76,84,101,108,118,156],"distribution":[22],"information":[23],"of":[24,36,120],"DE":[26,159],"population":[27],"every":[28,98],"K":[29],"generations":[30],"make":[32,117],"dynamic":[34],"partition":[35],"population.":[38],"One":[39],"special":[40],"cluster":[41,91],"formed":[42],"by":[43,81],"single-individual":[45],"clusters":[46,61,93,103],"use":[48,63],"slower":[50],"convergence":[51],"mutation":[52],"strategy":[53,67,115],"do":[55,69],"global":[57],"search.":[58,72],"The":[59,137],"other":[60],"more":[64],"greedy":[65],"searching":[66,110],"local":[71,82,113],"As":[73],"long":[74],"as":[75],"subpopulations":[77],"may":[78],"be":[79,95,105,123],"trapped":[80],"minima,":[83],"dead":[85,102],"state":[86],"is":[87,140],"defined":[88],"for":[89],"and":[92,100,149],"checked":[96],"in":[97,107],"generation":[99],"restarted":[106],"current":[109,157],"range.":[111],"restart":[114],"can":[116],"performance":[119,153],"even":[122],"better":[124],"than":[125],"DE/rand":[126],"on":[127,142],"some":[128],"multimodal":[129],"test":[130,144],"functions":[131,148],"that":[132],"are":[133],"not":[134],"linearly":[135],"separable.":[136],"tested":[141],"suite":[145],"with":[146,155],"24":[147],"it":[150],"shows":[151],"promising":[152],"compared":[154],"best":[158],"variants.":[160]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
