{"id":"https://openalex.org/W2184852000","doi":"https://doi.org/10.1109/icmlc.2015.7340893","title":"System identification using differential evolution with mean-best mutation","display_name":"System identification using differential evolution with mean-best mutation","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2184852000","doi":"https://doi.org/10.1109/icmlc.2015.7340893","mag":"2184852000"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2015.7340893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2015.7340893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Machine Learning and Cybernetics (ICMLC)","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/A5013007750","display_name":"Ming\u2010Feng Yeh","orcid":null},"institutions":[{"id":"https://openalex.org/I50519452","display_name":"Lunghwa University of Science and Technology","ror":"https://ror.org/001y2wd07","country_code":"TW","type":"education","lineage":["https://openalex.org/I50519452"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ming-Feng Yeh","raw_affiliation_strings":["Department of Electrical Engineering, Lunghwa University of Science and Technology, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Lunghwa University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I50519452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111718334","display_name":"Hung\u2010Ching Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I65196183","display_name":"Tatung University","ror":"https://ror.org/030m18266","country_code":"TW","type":"education","lineage":["https://openalex.org/I65196183"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hung-Ching Lu","raw_affiliation_strings":["Department of Electrical Engineering, Tatung University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tatung University, Taiwan","institution_ids":["https://openalex.org/I65196183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019671070","display_name":"Min-Shyang Leu","orcid":null},"institutions":[{"id":"https://openalex.org/I50519452","display_name":"Lunghwa University of Science and Technology","ror":"https://ror.org/001y2wd07","country_code":"TW","type":"education","lineage":["https://openalex.org/I50519452"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Min-Shyang Leu","raw_affiliation_strings":["Department of Electrical Engineering, Lunghwa University of Science and Technology, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Lunghwa University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I50519452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098120849","display_name":"Yi-Fanlee","orcid":null},"institutions":[{"id":"https://openalex.org/I50519452","display_name":"Lunghwa University of Science and Technology","ror":"https://ror.org/001y2wd07","country_code":"TW","type":"education","lineage":["https://openalex.org/I50519452"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Fanlee","raw_affiliation_strings":["Department of Electrical Engineering, Lunghwa University of Science and Technology, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Lunghwa University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I50519452"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013007750"],"corresponding_institution_ids":["https://openalex.org/I50519452"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0602811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9962000250816345,"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":0.9962000250816345,"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":0.9873999953269958,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.7005213499069214},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6657633781433105},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5715080499649048},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.5144103169441223},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5004429817199707},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4608665406703949},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4355739653110504},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.4348885416984558},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4311956465244293},{"id":"https://openalex.org/keywords/weight","display_name":"Weight","score":0.41415542364120483},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37471428513526917},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.10234534740447998},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.07577669620513916},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06750357151031494}],"concepts":[{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.7005213499069214},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6657633781433105},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5715080499649048},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.5144103169441223},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5004429817199707},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4608665406703949},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4355739653110504},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.4348885416984558},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4311956465244293},{"id":"https://openalex.org/C183877218","wikidata":"https://www.wikidata.org/wiki/Q7979858","display_name":"Weight","level":3,"score":0.41415542364120483},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37471428513526917},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.10234534740447998},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07577669620513916},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06750357151031494},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C51568863","wikidata":"https://www.wikidata.org/wiki/Q664495","display_name":"Lie algebra","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2015.7340893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2015.7340893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1998444286","https://openalex.org/W2018299061","https://openalex.org/W2025179714","https://openalex.org/W2053861627","https://openalex.org/W2062491547","https://openalex.org/W2091170957","https://openalex.org/W2132477054","https://openalex.org/W2155529731"],"related_works":["https://openalex.org/W2017510848","https://openalex.org/W2111826695","https://openalex.org/W4319074235","https://openalex.org/W2372048079","https://openalex.org/W71672734","https://openalex.org/W2064732990","https://openalex.org/W2041355156","https://openalex.org/W2194706095","https://openalex.org/W1988293173","https://openalex.org/W2726904590"],"abstract_inverted_index":{"This":[0],"paper":[1],"attempts":[2],"to":[3,19,25,78,87],"propose":[4],"a":[5],"new":[6],"mutation":[7,12,32],"strategy,":[8,13],"termed":[9],"the":[10,30,37,41,44,54,62,72,126,129],"mean-best":[11],"for":[14],"differential":[15],"evolution":[16],"(DE)":[17],"algorithm":[18],"enhance":[20],"global":[21],"search":[22,93],"ability":[23],"and":[24,48,103,110,121],"avoid":[26],"premature":[27],"convergence.":[28],"In":[29],"proposed":[31,73,130],"strategy":[33],"(denoted":[34],"by":[35,50,69],"DE/mBest/1),":[36],"base":[38,57],"vector":[39,58,64],"is":[40,67,76,85,97],"mean":[42],"of":[43,59,65,95,106,116,128],"p":[45],"top-ranked":[46],"individuals,":[47],"denoted":[49],"mBest.":[51],"That":[52],"is,":[53],"randomly":[55],"selected":[56],"DE/rand/1":[60],"or":[61],"best":[63],"DE/best/1":[66],"replaced":[68],"mBest":[70],"in":[71,90,114],"scheme.":[74],"DE/mBest/1":[75,96],"applied":[77],"identify":[79],"an":[80],"unknown":[81],"system":[82],"whose":[83],"structure":[84],"assumed":[86],"be":[88],"known":[89],"advance.":[91],"The":[92],"performance":[94],"compared":[98],"with":[99],"two":[100,105],"standard":[101],"DEs(DE/rand/l":[102],"DE/best/1),":[104],"our":[107],"previous":[108],"works":[109],"2-Opt":[111],"based":[112],"DE":[113,131],"terms":[115],"parameter":[117],"accuracy,":[118],"convergence":[119],"speed":[120],"reliability.":[122],"Simulation":[123],"results":[124],"demonstrate":[125],"effectiveness":[127],"algorithm.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}