{"id":"https://openalex.org/W2028379735","doi":"https://doi.org/10.1109/tfuzz.2013.2276863","title":"Cooperative Coevolution for Large-Scale Optimization Based on Kernel Fuzzy Clustering and Variable Trust Region Methods","display_name":"Cooperative Coevolution for Large-Scale Optimization Based on Kernel Fuzzy Clustering and Variable Trust Region Methods","publication_year":2013,"publication_date":"2013-08-07","ids":{"openalex":"https://openalex.org/W2028379735","doi":"https://doi.org/10.1109/tfuzz.2013.2276863","mag":"2028379735"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2013.2276863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2013.2276863","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","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/A5089754208","display_name":"Jianchao Fan","orcid":"https://orcid.org/0000-0002-3121-9289"},"institutions":[{"id":"https://openalex.org/I4210114290","display_name":"China National Environmental Monitoring Center","ror":"https://ror.org/026drga03","country_code":"CN","type":"facility","lineage":["https://openalex.org/I204710742","https://openalex.org/I4210114290"]},{"id":"https://openalex.org/I4387156115","display_name":"National Marine Environmental Monitoring Center","ror":"https://ror.org/03eg88604","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387156115"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianchao Fan","raw_affiliation_strings":["Department of Ocean Remote Sensing , National Marine Environmental Monitoring Center, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Department of Ocean Remote Sensing , National Marine Environmental Monitoring Center, Dalian, China","institution_ids":["https://openalex.org/I4210114290","https://openalex.org/I4387156115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384686","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0002-1305-5735"},"institutions":[{"id":"https://openalex.org/I4210114290","display_name":"China National Environmental Monitoring Center","ror":"https://ror.org/026drga03","country_code":"CN","type":"facility","lineage":["https://openalex.org/I204710742","https://openalex.org/I4210114290"]},{"id":"https://openalex.org/I4387156115","display_name":"National Marine Environmental Monitoring Center","ror":"https://ror.org/03eg88604","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387156115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Department of Ocean Remote Sensing , National Marine Environmental Monitoring Center, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Department of Ocean Remote Sensing , National Marine Environmental Monitoring Center, Dalian, China","institution_ids":["https://openalex.org/I4210114290","https://openalex.org/I4387156115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032636287","display_name":"Min Han","orcid":"https://orcid.org/0000-0002-2964-4884"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Han","raw_affiliation_strings":["School of Control Science and Engineering, Dalian University of Technology, Dalian, China","School of Control Science and Engineering, Dalian University of Technology,Dalian,China"],"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Control Science and Engineering, Dalian University of Technology,Dalian,China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089754208"],"corresponding_institution_ids":["https://openalex.org/I4210114290","https://openalex.org/I4387156115"],"apc_list":null,"apc_paid":null,"fwci":5.2899,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.95329841,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"22","issue":"4","first_page":"829","last_page":"839"},"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/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/T10057","display_name":"Face and Expression Recognition","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.6709868907928467},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5992627739906311},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.569591760635376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5324172973632812},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5272281169891357},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5196979641914368},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5112407207489014},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.4768434762954712},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.44451531767845154},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.43552497029304504},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4317353367805481},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3599108159542084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3127667307853699}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6709868907928467},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5992627739906311},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.569591760635376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5324172973632812},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5272281169891357},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5196979641914368},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5112407207489014},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.4768434762954712},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.44451531767845154},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.43552497029304504},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4317353367805481},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3599108159542084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3127667307853699},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2013.2276863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2013.2276863","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320321630","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876"},{"id":"https://openalex.org/F4320324132","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1913619579","https://openalex.org/W1967603178","https://openalex.org/W1989199137","https://openalex.org/W1990483284","https://openalex.org/W1996673440","https://openalex.org/W1996936486","https://openalex.org/W1998537602","https://openalex.org/W2005173577","https://openalex.org/W2026319150","https://openalex.org/W2041760348","https://openalex.org/W2055913936","https://openalex.org/W2074837211","https://openalex.org/W2074989606","https://openalex.org/W2085492522","https://openalex.org/W2095554186","https://openalex.org/W2105102593","https://openalex.org/W2118840131","https://openalex.org/W2121429049","https://openalex.org/W2122387936","https://openalex.org/W2125712877","https://openalex.org/W2130368085","https://openalex.org/W2131613989","https://openalex.org/W2135232426","https://openalex.org/W2138610292","https://openalex.org/W2139411991","https://openalex.org/W2139802877","https://openalex.org/W2141793502","https://openalex.org/W2144643443","https://openalex.org/W2147976240","https://openalex.org/W2149596844","https://openalex.org/W2152195021","https://openalex.org/W2156194072","https://openalex.org/W2162012556","https://openalex.org/W2165466912","https://openalex.org/W2168366203","https://openalex.org/W2170326483","https://openalex.org/W2170559240","https://openalex.org/W2171855237","https://openalex.org/W2303166133","https://openalex.org/W2325535142","https://openalex.org/W2398695051","https://openalex.org/W2414365832","https://openalex.org/W3080540393","https://openalex.org/W3103754528","https://openalex.org/W4381955593","https://openalex.org/W6650116307"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W42170614","https://openalex.org/W2364947648","https://openalex.org/W2568269143","https://openalex.org/W2379567910","https://openalex.org/W2120521599","https://openalex.org/W2391178530","https://openalex.org/W1991387858","https://openalex.org/W2358785986","https://openalex.org/W1504924465"],"abstract_inverted_index":{"Large-scale":[0],"optimization":[1,17,127],"arises":[2],"in":[3,59,89,103],"a":[4,14,47],"variety":[5],"of":[6,112,120],"scientific":[7],"and":[8,30,62,87,108],"engineering":[9],"applications.":[10],"In":[11,93],"this":[12],"paper,":[13],"particle":[15],"swarm":[16],"(PSO)":[18],"approach":[19],"with":[20,46,105,129],"dynamic":[21,96],"neighborhood":[22,97],"that":[23],"is":[24,37,53],"based":[25],"on":[26],"kernel":[27,48],"fuzzy":[28,49],"clustering":[29,51],"variable":[31,70,77],"trust":[32,78],"region":[33,79],"methods":[34],"(called":[35],"FT-DNPSO)":[36],"proposed":[38,122],"for":[39],"large-scale":[40,126],"optimization.":[41],"The":[42],"cooperative":[43],"coevolution":[44],"incorporated":[45],"C-means":[50],"strategy":[52],"introduced":[54],"to":[55,60,124],"divide":[56],"high-dimensional":[57],"problems":[58,128],"subproblems,":[61],"explore":[63],"their":[64],"search":[65],"spaces.":[66],"Furthermore,":[67],"the":[68,76,84,90,95,100,110,118,121],"independent":[69],"ranges":[71],"change":[72],"adaptably":[73],"by":[74],"using":[75],"learning":[80],"method,":[81],"which":[82],"expedites":[83],"convergence":[85],"process":[86],"explores":[88],"effective":[91],"space.":[92],"addition,":[94],"topology":[98],"assists":[99],"PSO":[101],"algorithm":[102,123],"cooperating":[104],"neighbor":[106],"particles":[107],"avoids":[109],"problem":[111],"premature":[113],"convergence.":[114],"Simulation":[115],"results":[116],"substantiate":[117],"effectiveness":[119],"solve":[125],"many":[130],"well-known":[131],"benchmark":[132],"functions.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3}],"updated_date":"2026-02-19T06:27:42.648592","created_date":"2025-10-10T00:00:00"}