{"id":"https://openalex.org/W3017255081","doi":"https://doi.org/10.1109/ifuzzy46984.2019.9066229","title":"Control the Diversity of Population with Mutation Strategy and Fuzzy Inference System for Differential Evolution Algorithm","display_name":"Control the Diversity of Population with Mutation Strategy and Fuzzy Inference System for Differential Evolution Algorithm","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3017255081","doi":"https://doi.org/10.1109/ifuzzy46984.2019.9066229","mag":"3017255081"},"language":"en","primary_location":{"id":"doi:10.1109/ifuzzy46984.2019.9066229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifuzzy46984.2019.9066229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Fuzzy Theory and Its Applications (iFUZZY)","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/A5024816801","display_name":"Jing-Zhong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I33096239","display_name":"National Dong Hwa University","ror":"https://ror.org/00mng9617","country_code":"TW","type":"education","lineage":["https://openalex.org/I33096239"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Jing-Zhong Wang","raw_affiliation_strings":["Department of Electrical Engineering, National Dong Hwa University, Hualien, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Dong Hwa University, Hualien, Taiwan, R.O.C","institution_ids":["https://openalex.org/I33096239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050306432","display_name":"Tsung-Ying Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I33096239","display_name":"National Dong Hwa University","ror":"https://ror.org/00mng9617","country_code":"TW","type":"education","lineage":["https://openalex.org/I33096239"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Ying Sun","raw_affiliation_strings":["Department of Electrical Engineering, National Dong Hwa University, Hualien, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Dong Hwa University, Hualien, Taiwan, R.O.C","institution_ids":["https://openalex.org/I33096239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024816801"],"corresponding_institution_ids":["https://openalex.org/I33096239"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21721315,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"64","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9934999942779541,"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":0.9580000042915344,"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/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5991013050079346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.562637209892273},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5166273713111877},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.5123430490493774},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5101733207702637},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49119970202445984},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.49033260345458984},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4217550754547119},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4155898690223694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3312579095363617},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.11317980289459229},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1039629578590393}],"concepts":[{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5991013050079346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.562637209892273},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5166273713111877},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.5123430490493774},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5101733207702637},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49119970202445984},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.49033260345458984},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4217550754547119},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4155898690223694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3312579095363617},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.11317980289459229},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1039629578590393},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/ifuzzy46984.2019.9066229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifuzzy46984.2019.9066229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Fuzzy Theory and Its Applications (iFUZZY)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1986089270","https://openalex.org/W2027825959","https://openalex.org/W2112912151","https://openalex.org/W2153260109","https://openalex.org/W2160137448","https://openalex.org/W2166963499","https://openalex.org/W2561954326"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W4321636575","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W4236583520","https://openalex.org/W2045526782","https://openalex.org/W2111826695","https://openalex.org/W1988293173","https://openalex.org/W2726904590","https://openalex.org/W2885003276"],"abstract_inverted_index":{"This":[0,121],"paper":[1,122],"proposed":[2,45],"a":[3,12,83,125],"mutation":[4,46,50,135],"strategy":[5,47,136],"of":[6,21,63,77,87,97,106,119,132],"differential":[7],"evolution":[8],"algorithm":[9],"(DE)":[10],"with":[11,79,94,137],"fuzzy":[13],"inference":[14],"system":[15],"(FIS)":[16],"to":[17,32,139],"control":[18,117],"the":[19,22,56,61,66,75,92,98,116,130],"diversity":[20,76,96,113,131],"population.":[23],"Diversity":[24],"is":[25],"an":[26],"essential":[27],"issue":[28],"when":[29],"studying":[30],"how":[31],"balance":[33],"between":[34],"exploitation":[35],"and":[36,59,81,112],"exploration":[37],"in":[38,103],"evolutionary":[39,42],"duration":[40],"for":[41,128],"computation.":[43],"The":[44,72,110],"integrates":[48],"conventional":[49],"strategies.":[51],"It":[52],"does":[53],"not":[54],"fix":[55],"base":[57],"vector":[58],"controls":[60],"ratio":[62],"mutating":[64],"toward":[65],"global":[67],"best":[68],"individual":[69],"by":[70,134],"FIS.":[71,120],"study":[73],"measures":[74],"population":[78,99,133],"entropy":[80],"sets":[82],"decreasing":[84],"linear":[85],"function":[86],"diversity.":[88],"From":[89],"experimental":[90],"results,":[91],"DE":[93,124],"well-controlled":[95],"has":[100],"superior":[101,141],"performances":[102],"6":[104],"out":[105],"15":[107],"evaluated":[108],"functions.":[109],"convergence":[111],"curves":[114],"confirm":[115],"ability":[118],"offers":[123],"promising":[126],"direction":[127],"controlling":[129],"FIS":[138],"get":[140],"performance.":[142]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}