{"id":"https://openalex.org/W2094147464","doi":"https://doi.org/10.4018/jaec.2011040103","title":"Experimental Study on Recent Advances in Differential Evolution Algorithm","display_name":"Experimental Study on Recent Advances in Differential Evolution Algorithm","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2094147464","doi":"https://doi.org/10.4018/jaec.2011040103","mag":"2094147464"},"language":"en","primary_location":{"id":"doi:10.4018/jaec.2011040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jaec.2011040103","pdf_url":null,"source":{"id":"https://openalex.org/S144758376","display_name":"International Journal of Applied Evolutionary Computation","issn_l":"1942-3594","issn":["1942-3594","1942-3608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied 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/A5042348293","display_name":"G. Jeyakumar","orcid":"https://orcid.org/0000-0002-5501-2338"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"G. Jeyakumar","raw_affiliation_strings":["Amrita School of Engineering, India","[Amrita School of Engineering, India]"],"affiliations":[{"raw_affiliation_string":"Amrita School of Engineering, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"[Amrita School of Engineering, India]","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068147963","display_name":"C. Shunmuga Velayutham","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. Shanmugavelayutham","raw_affiliation_strings":["Amrita School of Engineering, India","[Amrita School of Engineering, India]"],"affiliations":[{"raw_affiliation_string":"Amrita School of Engineering, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"[Amrita School of Engineering, India]","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042348293"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":0.4338,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7304455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":"2","first_page":"58","last_page":"81"},"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":0.9968000054359436,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9962999820709229,"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":0.8595744371414185},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7107094526290894},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.6181368231773376},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5247276425361633},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.503417432308197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4969084560871124},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4848445653915405},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4776816964149475},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.47251778841018677},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3761398494243622}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.8595744371414185},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7107094526290894},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.6181368231773376},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5247276425361633},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.503417432308197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4969084560871124},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4848445653915405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4776816964149475},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.47251778841018677},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3761398494243622},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jaec.2011040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jaec.2011040103","pdf_url":null,"source":{"id":"https://openalex.org/S144758376","display_name":"International Journal of Applied Evolutionary Computation","issn_l":"1942-3594","issn":["1942-3594","1942-3608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Evolutionary Computation","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jaec00:v:2:y:2011:i:2:p:58-81","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jaec.2011040103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W66623845","https://openalex.org/W194800985","https://openalex.org/W600632748","https://openalex.org/W1504391786","https://openalex.org/W1595159159","https://openalex.org/W1699954493","https://openalex.org/W1708394971","https://openalex.org/W1879678483","https://openalex.org/W2027393638","https://openalex.org/W2036762380","https://openalex.org/W2091334196","https://openalex.org/W2093862622","https://openalex.org/W2100431848","https://openalex.org/W2133406619","https://openalex.org/W2135303118","https://openalex.org/W2137340504","https://openalex.org/W2151554678","https://openalex.org/W2154349682","https://openalex.org/W2155529731","https://openalex.org/W2162994357","https://openalex.org/W2169143828","https://openalex.org/W2303224954","https://openalex.org/W2468811940","https://openalex.org/W3137715965"],"related_works":["https://openalex.org/W2726551571","https://openalex.org/W2394392475","https://openalex.org/W2069937987","https://openalex.org/W1571424162","https://openalex.org/W2015132550","https://openalex.org/W3006802988","https://openalex.org/W2235797280","https://openalex.org/W2319086340","https://openalex.org/W3199390665","https://openalex.org/W1825560194"],"abstract_inverted_index":{"The":[0,79,133,147],"Differential":[1,52,58,63,69,73],"Evolution":[2,53,59,64,70,74],"(DE)":[3],"is":[4,12,117,144],"a":[5,112],"well":[6,150],"known":[7],"Evolutionary":[8],"Algorithm":[9],"(EA),":[10],"and":[11,76,87,101,108,158],"popular":[13],"for":[14],"its":[15],"simplicity.":[16],"Several":[17],"novelties":[18],"have":[19,81],"been":[20],"proposed":[21,118],"in":[22,47],"research":[23,49],"to":[24,127],"enhance":[25],"the":[26,35,44,120,130,141],"performance":[27,36,135],"of":[28,38,43,85,136,160],"DE.":[29],"This":[30],"paper":[31],"focuses":[32],"on":[33,140],"demonstrating":[34],"enhancement":[37],"DE":[39,86,107,116,125,139],"by":[40,152],"implementing":[41],"some":[42],"recent":[45],"ideas":[46],"DE\u2019s":[48],"viz.":[50,94],"Dynamic":[51],"(dDE),":[54],"Multiple":[55],"Trial":[56,67],"Vector":[57,68],"(mtvDE),":[60],"Mixed":[61],"Variant":[62],"(mvDE),":[65],"Best":[66],"(btvDE),":[71],"Distributed":[72],"(diDE)":[75],"their":[77,153],"combinations.":[78],"authors":[80],"chosen":[82,142],"fourteen":[83],"variants":[84,126,148],"six":[88],"benchmark":[89],"functions":[90],"with":[91],"different":[92,124],"modality":[93],"Unimodal":[95,97],"Separable,":[96,100],"Nonseparable,":[98],"Multimodal":[99,102],"Nonseparable.":[103],"On":[104],"analyzing":[105],"distributed":[106,115,138],"mixed":[109],"variant":[110],"DE,":[111],"novel":[113],"mixed-variant":[114,137],"whereby":[119],"subpopulations":[121],"(islands)":[122],"employ":[123],"cooperatively":[128],"solve":[129],"given":[131],"problem.":[132],"competitive":[134],"problem":[143],"also":[145],"demonstrated.":[146],"are":[149],"compared":[151],"mean":[154],"objective":[155],"function":[156],"values":[157],"probability":[159],"convergence.":[161]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}