{"id":"https://openalex.org/W2015833016","doi":"https://doi.org/10.1109/cec.2013.6557556","title":"A dynamic archive niching differential evolution algorithm for multimodal optimization","display_name":"A dynamic archive niching differential evolution algorithm for multimodal optimization","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2015833016","doi":"https://doi.org/10.1109/cec.2013.6557556","mag":"2015833016"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/A_dynamic_archive_niching_differential_evolution_algorithm_for_multimodal_optimization/27385728","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025199834","display_name":"Michael G. Epitropakis","orcid":"https://orcid.org/0000-0002-9741-5901"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Michael G. Epitropakis","raw_affiliation_strings":["Department of Computing Science and Mathematics, School of Natural Sciences, University of Stirling, Stirling, UK","Dept. of Comput. Sci. & Math., Univ. of Stirling, Stirling, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science and Mathematics, School of Natural Sciences, University of Stirling, Stirling, UK","institution_ids":["https://openalex.org/I12093191"]},{"raw_affiliation_string":"Dept. of Comput. Sci. & Math., Univ. of Stirling, Stirling, UK","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369719","display_name":"Xiaodong Li","orcid":"https://orcid.org/0000-0003-0346-1526"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaodong Li","raw_affiliation_strings":["School of Computer Science and IT, RMIT University, Melbourne, VIC, Australia","[School of Computer Science and IT, RMIT University, Melbourne, Vic., Australia]"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and IT, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]},{"raw_affiliation_string":"[School of Computer Science and IT, RMIT University, Melbourne, Vic., Australia]","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004567468","display_name":"Edmund Burke","orcid":"https://orcid.org/0000-0003-0712-4762"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Edmund K. Burke","raw_affiliation_strings":["Department of Computing Science and Mathematics, School of Natural Sciences, University of Stirling, Stirling, UK","Dept. of Comput. Sci. & Math., Univ. of Stirling, Stirling, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science and Mathematics, School of Natural Sciences, University of Stirling, Stirling, UK","institution_ids":["https://openalex.org/I12093191"]},{"raw_affiliation_string":"Dept. of Comput. Sci. & Math., Univ. of Stirling, Stirling, UK","institution_ids":["https://openalex.org/I12093191"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025199834"],"corresponding_institution_ids":["https://openalex.org/I12093191"],"apc_list":null,"apc_paid":null,"fwci":12.3559,"has_fulltext":false,"cited_by_count":86,"citation_normalized_percentile":{"value":0.98478964,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9930999875068665,"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":0.95169997215271,"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":0.7229955196380615},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.676358163356781},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6574033498764038},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6561037302017212},{"id":"https://openalex.org/keywords/population-size","display_name":"Population size","score":0.5307134389877319},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5069446563720703},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4862786531448364},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.4735516607761383},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21442416310310364}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.7229955196380615},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.676358163356781},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6574033498764038},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6561037302017212},{"id":"https://openalex.org/C169733012","wikidata":"https://www.wikidata.org/wiki/Q1613416","display_name":"Population size","level":3,"score":0.5307134389877319},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5069446563720703},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4862786531448364},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.4735516607761383},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21442416310310364},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cec.2013.6557556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.420.731","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.420.731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://goanna.cs.rmit.edu.au/~xiaodong/publications/archiveNiching-cec13.pdf","raw_type":"text"},{"id":"pmh:oai:alma.61RMIT_INST:11247015290001341","is_oa":false,"landing_page_url":"http://doi.org/10.1109/CEC.2013.6557556","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/27385728","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_dynamic_archive_niching_differential_evolution_algorithm_for_multimodal_optimization/27385728","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27385728","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_dynamic_archive_niching_differential_evolution_algorithm_for_multimodal_optimization/27385728","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W77061372","https://openalex.org/W180797010","https://openalex.org/W194800985","https://openalex.org/W1568221202","https://openalex.org/W1585335425","https://openalex.org/W1595159159","https://openalex.org/W1879678483","https://openalex.org/W1965392777","https://openalex.org/W1968005908","https://openalex.org/W1988184716","https://openalex.org/W1988383064","https://openalex.org/W1998674867","https://openalex.org/W2012996711","https://openalex.org/W2017258920","https://openalex.org/W2035473589","https://openalex.org/W2041654463","https://openalex.org/W2059321260","https://openalex.org/W2065154909","https://openalex.org/W2096299607","https://openalex.org/W2096590200","https://openalex.org/W2098073879","https://openalex.org/W2100671879","https://openalex.org/W2108398740","https://openalex.org/W2110335153","https://openalex.org/W2126926002","https://openalex.org/W2131016513","https://openalex.org/W2132147811","https://openalex.org/W2134285040","https://openalex.org/W2142975769","https://openalex.org/W2145088232","https://openalex.org/W2149306144","https://openalex.org/W2152100799","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2388776976","https://openalex.org/W2527572108","https://openalex.org/W3137715965","https://openalex.org/W4231461647","https://openalex.org/W4387688680","https://openalex.org/W6603175277","https://openalex.org/W6607453073","https://openalex.org/W6639376729","https://openalex.org/W6678845729"],"related_works":["https://openalex.org/W2045776826","https://openalex.org/W2766913433","https://openalex.org/W2035908454","https://openalex.org/W2125994025","https://openalex.org/W2161410550","https://openalex.org/W2378600890","https://openalex.org/W1994782139","https://openalex.org/W2997067626","https://openalex.org/W2083874808","https://openalex.org/W2045438354"],"abstract_inverted_index":{"Highly":[0],"multimodal":[1],"landscapes":[2,27],"with":[3,113,164],"multiple":[4],"local/global":[5],"optima":[6,36],"represent":[7],"common":[8],"characteristics":[9],"in":[10,19,28,223],"real-world":[11],"applications.":[12],"Many":[13],"niching":[14,70,181,225],"algorithms":[15,51],"have":[16],"been":[17],"proposed":[18,160,172,180],"the":[20,78,100,125,129,132,139,146,152,157,179,196,199,205,213,219],"literature":[21],"which":[22],"aim":[23],"to":[24,31,40,76,122,141,203,217],"search":[25,147],"such":[26,59],"an":[29,108],"attempt":[30],"locate":[32,41],"as":[33,37,60],"many":[34],"global":[35,48],"possible.":[38],"However,":[39],"and":[42,82,107,149,185,192],"maintain":[43],"a":[44,61,68,102,114,170,190,224],"large":[45,62],"number":[46],"of":[47,88,128,145,198,215],"solutions,":[49],"these":[50],"are":[52],"substantially":[53],"influenced":[54],"by":[55,156],"their":[56],"parameter":[57,104,222],"values,":[58],"population":[63,79,90,206,220],"size.":[64,91],"Here,":[65],"we":[66,95],"propose":[67],"new":[69],"Differential":[71,166],"Evolution":[72,167],"algorithm":[73,140,182],"that":[74,178],"attempts":[75],"overcome":[77],"size":[80,207,221],"influence":[81,208],"produce":[83],"good":[84],"performance":[85],"almost":[86],"independently":[87],"its":[89],"To":[92],"this":[93],"end,":[94],"incorporate":[96],"two":[97,165],"mechanisms":[98],"into":[99],"algorithm:":[101],"control":[103,126],"adaptation":[105],"technique":[106],"external":[109],"dynamic":[110,200],"archive":[111,201],"along":[112],"reinitialization":[115],"mechanism.":[116],"The":[117,159],"first":[118],"mechanism":[119],"is":[120,135,162,183],"designed":[121],"efficiently":[123],"adapt":[124],"parameters":[127],"algorithm,":[130],"whilst":[131,195],"second":[133],"one":[134],"responsible":[136],"for":[137],"enabling":[138],"investigate":[142],"unexplored":[143],"regions":[144],"space":[148],"simultaneously":[150],"keep":[151],"best":[153],"solutions":[154],"found":[155],"algorithm.":[158,226],"approach":[161],"compared":[163],"variants":[168],"on":[169],"recently":[171],"benchmark":[173],"suite.":[174],"Empirical":[175],"results":[176],"indicate":[177],"competitive":[184],"very":[186],"promising.":[187],"It":[188],"exhibits":[189],"robust":[191],"stable":[193],"behavior,":[194],"incorporation":[197],"seems":[202],"tackle":[204],"effectively.":[209],"Moreover,":[210],"it":[211],"alleviates":[212],"problem":[214],"having":[216],"fine-tune":[218]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":6}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
