{"id":"https://openalex.org/W3046393982","doi":"https://doi.org/10.1145/3377929.3389978","title":"Differential evolution with explicit control of diversity for constrained optimization","display_name":"Differential evolution with explicit control of diversity for constrained optimization","publication_year":2020,"publication_date":"2020-07-08","ids":{"openalex":"https://openalex.org/W3046393982","doi":"https://doi.org/10.1145/3377929.3389978","mag":"3046393982"},"language":"en","primary_location":{"id":"doi:10.1145/3377929.3389978","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377929.3389978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","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/A5072630267","display_name":"Gabriel Navarrete\u2010V\u00e1zquez","orcid":"https://orcid.org/0000-0001-5344-4762"},"institutions":[{"id":"https://openalex.org/I124618812","display_name":"Mathematics Research Center","ror":"https://ror.org/02nhmp827","country_code":"MX","type":"facility","lineage":["https://openalex.org/I124618812"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Gabriel V\u00e1zquez","raw_affiliation_strings":["Center for Research in Mathematics, Guanajuato, Guanajuato"],"affiliations":[{"raw_affiliation_string":"Center for Research in Mathematics, Guanajuato, Guanajuato","institution_ids":["https://openalex.org/I124618812"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023990637","display_name":"Carlos Segura","orcid":"https://orcid.org/0000-0002-5431-5927"},"institutions":[{"id":"https://openalex.org/I124618812","display_name":"Mathematics Research Center","ror":"https://ror.org/02nhmp827","country_code":"MX","type":"facility","lineage":["https://openalex.org/I124618812"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos Segura","raw_affiliation_strings":["Center for Research in Mathematics, Guanajuato, Guanajuato"],"affiliations":[{"raw_affiliation_string":"Center for Research in Mathematics, Guanajuato, Guanajuato","institution_ids":["https://openalex.org/I124618812"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072630267"],"corresponding_institution_ids":["https://openalex.org/I124618812"],"apc_list":null,"apc_paid":null,"fwci":0.2651,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62765031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"207","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991000294685364,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987000226974487,"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/diversity","display_name":"Diversity (politics)","score":0.7502228021621704},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.7140364050865173},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6619235277175903},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.6261201500892639},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6181544065475464},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6085536479949951},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6006615161895752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5664394497871399},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5313777327537537},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4957011938095093},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4672643542289734},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.46647578477859497},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30756068229675293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2658948302268982},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13442599773406982},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.11812126636505127},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10353869199752808}],"concepts":[{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.7502228021621704},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7140364050865173},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6619235277175903},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.6261201500892639},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6181544065475464},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6085536479949951},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6006615161895752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5664394497871399},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5313777327537537},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4957011938095093},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4672643542289734},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.46647578477859497},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30756068229675293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2658948302268982},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13442599773406982},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.11812126636505127},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10353869199752808},{"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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377929.3389978","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377929.3389978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1968075052","https://openalex.org/W2726495777","https://openalex.org/W2730641013","https://openalex.org/W2730907139","https://openalex.org/W2787658772","https://openalex.org/W2810354988","https://openalex.org/W2895914958","https://openalex.org/W2896508930","https://openalex.org/W2962038410"],"related_works":["https://openalex.org/W2394392475","https://openalex.org/W2017510848","https://openalex.org/W2367365720","https://openalex.org/W2079483465","https://openalex.org/W2069937987","https://openalex.org/W2107894985","https://openalex.org/W4319074235","https://openalex.org/W2911471039","https://openalex.org/W2021957875","https://openalex.org/W2015132550"],"abstract_inverted_index":{"Evolutionary":[0],"Algorithms":[1],"(EAs)":[2],"have":[3],"been":[4,22],"quite":[5],"successful":[6],"both":[7],"in":[8,15],"constrained":[9,17],"and":[10],"unconstrained":[11],"single-objective":[12],"optimization.":[13],"However,":[14],"the":[16,26,30,53,57,61,71,87,92],"case":[18],"little":[19],"attention":[20],"has":[21],"paid":[23],"to":[24,80],"controlling":[25],"diversity":[27,54],"explicitly":[28],"with":[29,41],"aim":[31],"of":[32,63,73,95],"avoiding":[33],"premature":[34],"convergence.":[35],"This":[36],"paper":[37],"proposes":[38],"Differential":[39],"Evolution":[40],"Clustering-based":[42],"Diversity":[43],"(DECD).":[44],"DECD":[45],"uses":[46],"a":[47],"novel":[48],"replacement":[49,58],"strategy":[50,59],"that":[51,77],"controls":[52],"explicitly.":[55],"Particularly,":[56],"forces":[60],"selection":[62],"some":[64,74],"distant":[65],"individuals":[66,76],"but":[67],"it":[68],"simultaneously":[69],"allows":[70],"survival":[72],"other":[75],"form":[78],"clusters":[79],"promote":[81],"intensification.":[82],"The":[83],"experimental":[84],"validation":[85],"shows":[86],"important":[88],"benefits":[89],"provided":[90],"by":[91],"explicit":[93],"control":[94],"diversity.":[96]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}