{"id":"https://openalex.org/W2098073879","doi":"https://doi.org/10.1145/1068009.1068156","title":"Efficient differential evolution using speciation for multimodal function optimization","display_name":"Efficient differential evolution using speciation for multimodal function optimization","publication_year":2005,"publication_date":"2005-06-25","ids":{"openalex":"https://openalex.org/W2098073879","doi":"https://doi.org/10.1145/1068009.1068156","mag":"2098073879"},"language":"en","primary_location":{"id":"doi:10.1145/1068009.1068156","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th 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/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":true,"raw_author_name":"Xiaodong Li","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100369719"],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":null,"apc_paid":null,"fwci":4.5669,"has_fulltext":false,"cited_by_count":212,"citation_normalized_percentile":{"value":0.94542865,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"873","last_page":"880"},"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":0.9854999780654907,"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":0.9764999747276306,"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/genetic-algorithm","display_name":"Genetic algorithm","score":0.6652204990386963},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6482256650924683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5847406387329102},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4724840521812439},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3258242607116699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3171038031578064},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.2640687823295593},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23697242140769958},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21647930145263672}],"concepts":[{"id":"https://openalex.org/C2776838516","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6652204990386963},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6482256650924683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5847406387329102},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4724840521812439},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3258242607116699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3171038031578064},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.2640687823295593},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23697242140769958},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21647930145263672}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/1068009.1068156","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1068009.1068156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:researchbank.rmit.edu.au:rmit:3232","is_oa":false,"landing_page_url":"http://researchbank.rmit.edu.au/view/rmit:3232","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":"Conference Paper"},{"id":"pmh:oai:alma.61RMIT_INST:11246793210001341","is_oa":false,"landing_page_url":null,"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:alma61RMIT.INST:11246793210001341","is_oa":false,"landing_page_url":"https://researchrepository.rmit.edu.au/esploro/outputs/conferenceProceeding/Efficient-differential-evolution-using-speciation-for/9921859037501341","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W49093931","https://openalex.org/W180797010","https://openalex.org/W297132897","https://openalex.org/W1538275262","https://openalex.org/W1572960541","https://openalex.org/W1595159159","https://openalex.org/W1699954493","https://openalex.org/W1988383064","https://openalex.org/W2017258920","https://openalex.org/W2096590200","https://openalex.org/W2126926002","https://openalex.org/W2131579134","https://openalex.org/W2132147811","https://openalex.org/W2142183404","https://openalex.org/W2143285680","https://openalex.org/W3137715965","https://openalex.org/W4231461647","https://openalex.org/W4301173492"],"related_works":["https://openalex.org/W2352015162","https://openalex.org/W2077139978","https://openalex.org/W2104062863","https://openalex.org/W2377986875","https://openalex.org/W2369637995","https://openalex.org/W4385604216","https://openalex.org/W2326982018","https://openalex.org/W3016001050","https://openalex.org/W2035908454","https://openalex.org/W1994782139"],"abstract_inverted_index":{"In":[0,72],"this":[1,73],"paper":[2],"differential":[3],"evolution":[4],"is":[5,23,79,107],"extended":[6],"by":[7,53],"using":[8],"the":[9,75,94],"notion":[10],"of":[11,34,77,92,96,120],"speciation":[12],"for":[13],"solving":[14],"multimodal":[15,122],"optimization":[16],"problems.":[17],"The":[18,89],"proposed":[19,84],"species-based":[20],"DE":[21,41,52,85],"(SDE)":[22],"able":[24],"to":[25,109],"locate":[26],"multiple":[27,35,69],"global":[28,65,70],"optima":[29],"simultaneously":[30],"through":[31,58],"adaptive":[32],"formation":[33,60],"species":[36,48,59,100],"(or":[37],"subpopulations)":[38],"in":[39,67],"a":[40,51,118],"population":[42,97],"at":[43],"each":[44],"iteration":[45],"step.":[46],"Each":[47],"functions":[49],"as":[50],"itself.":[54],"Successive":[55],"local":[56],"improvements":[57,66],"can":[61],"eventually":[62],"transform":[63],"into":[64],"identifying":[68],"optima.":[71],"study":[74],"performance":[76],"SDE":[78,103,106],"compared":[80],"with":[81],"another":[82],"recently":[83],"variant":[86],"Crowding":[87],"DE.":[88],"computational":[90],"complexity":[91],"SDE,":[93],"effect":[95],"size":[98],"and":[99],"radius":[101],"on":[102],"are":[104],"investigated.":[105],"found":[108],"be":[110],"more":[111],"computationally":[112],"e":[113],"cient":[114],"than":[115],"CrowdingDE":[116],"over":[117],"number":[119],"benchmark":[121],"test":[123],"functions.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":18}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}