{"id":"https://openalex.org/W2024089143","doi":"https://doi.org/10.1109/cec.2014.6900284","title":"Autonomous Learning Adaptation for Particle Swarm Optimization","display_name":"Autonomous Learning Adaptation for Particle Swarm Optimization","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2024089143","doi":"https://doi.org/10.1109/cec.2014.6900284","mag":"2024089143"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2014.6900284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 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/A5100626646","display_name":"Wenyong Dong","orcid":"https://orcid.org/0000-0003-4399-567X"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Wenyong Dong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","Wenyong Dong is with the Computer School, Wuhan University, Wuhan city, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"Wenyong Dong is with the Computer School, Wuhan University, Wuhan city, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033501075","display_name":"Jiangsen Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangsen Tian","raw_affiliation_strings":["Computer School, Wuhan University, Wuhan city, China"],"affiliations":[{"raw_affiliation_string":"Computer School, Wuhan University, Wuhan city, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059262797","display_name":"Xu Tang","orcid":"https://orcid.org/0000-0003-1375-0778"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Tang","raw_affiliation_strings":["Computer School, Wuhan University, Wuhan city, China"],"affiliations":[{"raw_affiliation_string":"Computer School, Wuhan University, Wuhan city, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109306169","display_name":"Kang Sheng","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Sheng","raw_affiliation_strings":["School of Resource and Environmental Science, Wuhan University, Wuhan city, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Science, Wuhan University, Wuhan city, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100327017","display_name":"Jin Liu","orcid":"https://orcid.org/0000-0001-7654-255X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Liu","raw_affiliation_strings":["Computer School, Wuhan University, Wuhan city, China"],"affiliations":[{"raw_affiliation_string":"Computer School, Wuhan University, Wuhan city, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100626646"],"corresponding_institution_ids":["https://openalex.org/I118118575","https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0762065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"223","last_page":"228"},"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9894999861717224,"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"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.974399983882904,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8720977306365967},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6311945915222168},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5765661597251892},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5089631080627441},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5024003982543945},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.5008482933044434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4926941692829132},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.487169474363327},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4383859932422638},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3260151147842407},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24474480748176575},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.19697850942611694},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1853436529636383}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8720977306365967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6311945915222168},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5765661597251892},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5089631080627441},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5024003982543945},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.5008482933044434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4926941692829132},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.487169474363327},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4383859932422638},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3260151147842407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24474480748176575},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.19697850942611694},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1853436529636383},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/cec.2014.6900284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2014.6900284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Congress on Evolutionary Computation (CEC)","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":27,"referenced_works":["https://openalex.org/W129833132","https://openalex.org/W138812746","https://openalex.org/W1972029375","https://openalex.org/W1973537145","https://openalex.org/W2005383742","https://openalex.org/W2016574294","https://openalex.org/W2016695533","https://openalex.org/W2018700453","https://openalex.org/W2025118206","https://openalex.org/W2033630480","https://openalex.org/W2050143423","https://openalex.org/W2059655077","https://openalex.org/W2064884466","https://openalex.org/W2067483921","https://openalex.org/W2106625051","https://openalex.org/W2108388069","https://openalex.org/W2117595234","https://openalex.org/W2123066915","https://openalex.org/W2123157084","https://openalex.org/W2131613989","https://openalex.org/W2135232426","https://openalex.org/W2138278080","https://openalex.org/W2152195021","https://openalex.org/W2162012556","https://openalex.org/W2169245194","https://openalex.org/W6605188440","https://openalex.org/W6675999727"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2070977815","https://openalex.org/W2950423922","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2972744589","https://openalex.org/W2132113279"],"abstract_inverted_index":{"In":[0,55,112],"order":[1],"to":[2,21,53,76],"improve":[3],"the":[4,24,96,117,124,160],"performance":[5,43],"of":[6,27,37,84,98,114,126,139],"PSO,":[7],"this":[8],"paper":[9],"presents":[10],"an":[11,33,62],"Autonomous":[12],"Learning":[13],"Adaptation":[14],"method":[15,151],"for":[16],"Particle":[17],"Swarm":[18],"Optimization":[19],"(ALA-PSO)":[20],"automatically":[22],"tune":[23,77],"control":[25],"parameters":[26,79,118],"each":[28,57,89],"particle.":[29],"Although":[30],"PSO":[31],"is":[32,59,104,152,165],"ideal":[34],"optimizer,":[35],"one":[36,51],"its":[38,42,46,78,81],"drawbacks":[39],"focuses":[40],"on":[41,45],"dependency":[44],"parameters,":[47],"which":[48],"differ":[49],"from":[50,80],"problem":[52],"another.":[54],"ALA-PSO,":[56],"particle":[58],"viewed":[60],"as":[61],"intelligent":[63],"agent":[64],"and":[65,71,86,159],"aims":[66],"at":[67],"improving":[68],"itself":[69],"performance,":[70],"can":[72],"autonomously":[73],"learn":[74],"how":[75],"own":[82],"experiment":[83],"successes":[85],"failures.":[87],"For":[88],"particle,":[90],"it":[91],"means":[92,110],"successful":[93,115],"movement":[94,128],"if":[95],"value":[97],"objective":[99],"function":[100],"in":[101,137,172],"current":[102],"position":[103],"improved":[105],"than":[106],"previous":[107],"position,":[108],"otherwise":[109,132],"failure.":[111],"case":[113,138],"movement,":[116,141],"that":[119,163],"are":[120],"positive":[121],"correlation":[122],"with":[123,154],"direction":[125],"forward":[127],"should":[129,133,144],"be":[130,134,145],"increased":[131],"decreased.":[135],"Meanwhile,":[136],"unsuccessful":[140],"inverse":[142],"operation":[143],"performed.":[146],"The":[147],"proposed":[148],"parameter":[149],"adaptive":[150,157],"compared":[153],"several":[155],"existing":[156],"strategies,":[158],"results":[161],"show":[162],"ALA-PSO":[164],"not":[166],"only":[167],"effective,":[168],"but":[169],"also":[170],"robust":[171],"different":[173],"categories":[174],"benchmarks.":[175]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}