{"id":"https://openalex.org/W2554621855","doi":"https://doi.org/10.1109/iccsce.2015.7482199","title":"Self-adaptive differential evolution based on best and mean schemes","display_name":"Self-adaptive differential evolution based on best and mean schemes","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2554621855","doi":"https://doi.org/10.1109/iccsce.2015.7482199","mag":"2554621855"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce.2015.7482199","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2015.7482199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","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/A5083842188","display_name":"Nurul Aini Jamil","orcid":null},"institutions":[{"id":"https://openalex.org/I143923087","display_name":"Sultan Idris Education University","ror":"https://ror.org/005bjd415","country_code":"MY","type":"education","lineage":["https://openalex.org/I143923087"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Nurul Aini Jamil","raw_affiliation_strings":["Computing Department, Universiti Pendidikan Sultan Idris, Tanjong Malim, Perak"],"affiliations":[{"raw_affiliation_string":"Computing Department, Universiti Pendidikan Sultan Idris, Tanjong Malim, Perak","institution_ids":["https://openalex.org/I143923087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059367213","display_name":"Shir Li Wang","orcid":"https://orcid.org/0000-0003-4417-3213"},"institutions":[{"id":"https://openalex.org/I143923087","display_name":"Sultan Idris Education University","ror":"https://ror.org/005bjd415","country_code":"MY","type":"education","lineage":["https://openalex.org/I143923087"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Shir Li Wang","raw_affiliation_strings":["Computing Department, Universiti Pendidikan Sultan Idris"],"affiliations":[{"raw_affiliation_string":"Computing Department, Universiti Pendidikan Sultan Idris","institution_ids":["https://openalex.org/I143923087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004013796","display_name":"Theam Foo Ng","orcid":"https://orcid.org/0000-0002-9529-4456"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Theam Foo Ng","raw_affiliation_strings":["Centre for Global Sustainability Studies (CGSS), Universiti Sains Malaysia, Penang"],"affiliations":[{"raw_affiliation_string":"Centre for Global Sustainability Studies (CGSS), Universiti Sains Malaysia, Penang","institution_ids":["https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083842188"],"corresponding_institution_ids":["https://openalex.org/I143923087"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.18199151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"292"},"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":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9948999881744385,"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/crossover","display_name":"Crossover","score":0.7546554803848267},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6615860462188721},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.638822078704834},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5920798182487488},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5909560322761536},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5811055302619934},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5300571322441101},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5273464918136597},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5068607926368713},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4885781705379486},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44195663928985596},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.427276074886322},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.42418229579925537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30909907817840576},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30494850873947144},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.12197917699813843}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.7546554803848267},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6615860462188721},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.638822078704834},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5920798182487488},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5909560322761536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5811055302619934},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5300571322441101},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5273464918136597},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5068607926368713},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4885781705379486},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44195663928985596},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.427276074886322},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.42418229579925537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30909907817840576},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30494850873947144},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.12197917699813843},{"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},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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:10.1109/iccsce.2015.7482199","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2015.7482199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1512383952","https://openalex.org/W1595159159","https://openalex.org/W2017065346","https://openalex.org/W2028031385","https://openalex.org/W2070205798","https://openalex.org/W2078702416","https://openalex.org/W2088424609","https://openalex.org/W2110041316","https://openalex.org/W2156194072","https://openalex.org/W2162145193"],"related_works":["https://openalex.org/W2895647686","https://openalex.org/W2076472895","https://openalex.org/W2389275641","https://openalex.org/W1988293173","https://openalex.org/W3177681191","https://openalex.org/W1985939653","https://openalex.org/W2039847237","https://openalex.org/W2997917529","https://openalex.org/W2015132550","https://openalex.org/W2021957875"],"abstract_inverted_index":{"Differential":[0],"evolution":[1],"(DE),":[2],"one":[3],"of":[4,24,30,35,50,59,70,99,175],"the":[5,22,28,68,97,108,122,128,179,202,213,218,232],"evolutionary":[6],"algorithms":[7],"(EAs),":[8],"is":[9,44,107,147,160,234],"well-known":[10],"for":[11,121],"its":[12,31,151,239],"quality":[13],"solutions":[14,125],"and":[15,40,55,66,92,171,194,228],"speed":[16],"convergence.":[17],"Just":[18],"like":[19],"any":[20],"EA,":[21],"execution":[23],"DE":[25,43,145,233],"depends":[26,86],"on":[27,73,88,155,163,178,189],"selection":[29,58,167,180],"control":[32,60,76,138,152,240],"parameters":[33,61,77,153],"consisting":[34],"population":[36],"size,":[37],"crossover":[38,192,226],"rate":[39,193,227],"scale":[41,195,229],"factor.":[42,196],"operated":[45,161],"by":[46,105],"two":[47,164],"different":[48,165],"kinds":[49],"search":[51,64,123],"mechanisms,":[52,65],"i.e.,":[53,169],"exploration":[54],"exploitation.":[56],"The":[57,101,173,197],"affects":[62],"these":[63],"thus,":[67],"performance":[69],"DE.":[71],"Ranges":[72],"setting":[74],"DE's":[75,136],"are":[78,186,206],"suggested":[79],"in":[80,126,182,212],"most":[81],"studies":[82],"but":[83,111],"it":[84],"still":[85],"heavily":[87],"a":[89,143],"user's":[90],"knowledge":[91],"experiences,":[93],"as":[94,96],"well":[95,211],"types":[98],"problems.":[100,215],"common":[102],"approach":[103,113],"adopted":[104],"users":[106],"trial-and-error":[109],"method":[110],"this":[112],"consumes":[114],"time.":[115],"Since":[116],"adaptation":[117],"has":[118],"been":[119],"responsible":[120],"optimal":[124,137],"DE,":[127],"adaptability":[129],"should":[130],"be":[131],"further":[132],"utilized":[133],"to":[134,149,208,237],"determine":[135,238],"parameters.":[139,241],"Therefore,":[140],"we":[141],"proposed":[142,203],"self-adaptive":[144,204],"which":[146],"able":[148,207],"self-determine":[150],"based":[154,162,177,188],"an":[156,222],"ensemble.":[157],"An":[158],"ensemble":[159],"parameter":[166],"schemes,":[168],"BEST":[170],"MEAN.":[172],"performances":[174],"DEs":[176,205],"schemes":[181],"20":[183],"benchmarks":[184],"problems":[185],"compared":[187],"best-fitness,":[190],"mean-fitness,":[191],"experimental":[198],"results":[199,219],"showed":[200],"that":[201],"perform":[209],"adequately":[210],"benchmark":[214],"Besides":[216],"that,":[217],"have":[220],"shown":[221],"interesting":[223],"pattern":[224],"between":[225],"factor":[230],"when":[231],"given":[235],"freedom":[236]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
