{"id":"https://openalex.org/W2733371039","doi":"https://doi.org/10.1109/cec.2017.7969353","title":"Clustering-based evolution control for surrogate-assisted particle swarm optimization","display_name":"Clustering-based evolution control for surrogate-assisted particle swarm optimization","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2733371039","doi":"https://doi.org/10.1109/cec.2017.7969353","mag":"2733371039"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2017.7969353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Congress on Evolutionary Computation (CEC)","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/A5102028385","display_name":"Haibo Yu","orcid":"https://orcid.org/0000-0003-2638-6485"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haibo Yu","raw_affiliation_strings":["Sch. of Mech. Eng., Taiyuan University of Science and Technology, Taiyuan, Shanxi, CN"],"affiliations":[{"raw_affiliation_string":"Sch. of Mech. Eng., Taiyuan University of Science and Technology, Taiyuan, Shanxi, CN","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023089209","display_name":"Ying Tan","orcid":"https://orcid.org/0000-0001-8243-4731"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Tan","raw_affiliation_strings":["Division of Industrial and System Engineering, Taiyuan University of Science and Technology, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Division of Industrial and System Engineering, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083616531","display_name":"Chaoli Sun","orcid":"https://orcid.org/0000-0002-8011-8222"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoli Sun","raw_affiliation_strings":["Division of Industrial and System Engineering, Taiyuan University of Science and Technology, Taiyuan, China","State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Division of Industrial and System Engineering, Taiyuan University of Science and Technology, Taiyuan, China","institution_ids":["https://openalex.org/I46305995"]},{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101607166","display_name":"Jianchao Zeng","orcid":"https://orcid.org/0000-0001-5319-0635"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianchao Zeng","raw_affiliation_strings":["School of Computer Science and Control Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Control Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102028385"],"corresponding_institution_ids":["https://openalex.org/I46305995"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.11438297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"503","last_page":"508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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/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":0.9850999712944031,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8266929388046265},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7362426519393921},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6138423085212708},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6107860803604126},{"id":"https://openalex.org/keywords/surrogate-model","display_name":"Surrogate model","score":0.558008074760437},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5309391021728516},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.521202027797699},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4512259066104889},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41331109404563904},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3851583003997803},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3509080410003662},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24497440457344055}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8266929388046265},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7362426519393921},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6138423085212708},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6107860803604126},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.558008074760437},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5309391021728516},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.521202027797699},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4512259066104889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41331109404563904},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3851583003997803},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3509080410003662},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24497440457344055},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2017.7969353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W6625593","https://openalex.org/W39808511","https://openalex.org/W42316988","https://openalex.org/W75550020","https://openalex.org/W1520622896","https://openalex.org/W1583704618","https://openalex.org/W1591022951","https://openalex.org/W1961183092","https://openalex.org/W1971066704","https://openalex.org/W1984603815","https://openalex.org/W2011174137","https://openalex.org/W2012451526","https://openalex.org/W2013695155","https://openalex.org/W2018044188","https://openalex.org/W2027120741","https://openalex.org/W2036595457","https://openalex.org/W2059717747","https://openalex.org/W2075498078","https://openalex.org/W2082228576","https://openalex.org/W2087148061","https://openalex.org/W2097812610","https://openalex.org/W2131612655","https://openalex.org/W2137571785","https://openalex.org/W2142489247","https://openalex.org/W2145475762","https://openalex.org/W2152195021","https://openalex.org/W2166739626","https://openalex.org/W2169857810","https://openalex.org/W2510220370","https://openalex.org/W2520303620","https://openalex.org/W6601648985","https://openalex.org/W6603061937","https://openalex.org/W6634954097"],"related_works":["https://openalex.org/W2726551571","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W4293363729","https://openalex.org/W1560122427","https://openalex.org/W3041827036","https://openalex.org/W1993493607","https://openalex.org/W2021957875"],"abstract_inverted_index":{"When":[0],"using":[1],"a":[2,9,51,58],"fixed":[3],"number":[4],"of":[5,30,47,96],"neighbors":[6],"for":[7],"training":[8,57],"local":[10,59],"surrogate":[11,14],"model":[12,71],"in":[13],"assisted":[15],"evolutionary":[16,77],"optimization":[17],"algorithms,":[18],"it":[19],"may":[20,33],"suffer":[21],"from":[22],"the":[23,27,44,64,76,82,94,97],"large":[24],"uncertainty":[25],"because":[26],"actual":[28],"distribution":[29,45],"candidate's":[31,48],"neighborhood":[32,49],"be":[34],"neglected.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39],"propose":[40],"to":[41,74,79,81],"firstly":[42],"analyze":[43],"characteristics":[46],"through":[50],"modified":[52],"overlapping":[53],"clustering":[54,65],"method":[55],"before":[56],"surrogate,":[60],"and":[61],"then":[62],"use":[63],"based":[66],"evolution":[67],"control":[68],"strategy":[69,73],"or":[70],"management":[72],"facilitate":[75],"algorithm":[78],"converge":[80],"right":[83],"optimum.":[84],"Simulation":[85],"results":[86],"on":[87],"four":[88],"widely":[89],"used":[90],"benchmark":[91],"functions":[92],"demonstrate":[93],"efficacy":[95],"proposed":[98],"method.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}