{"id":"https://openalex.org/W2081879218","doi":"https://doi.org/10.1109/ccece.2014.6901057","title":"Optimizing Particle Swarm Optimization algorithm","display_name":"Optimizing Particle Swarm Optimization algorithm","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2081879218","doi":"https://doi.org/10.1109/ccece.2014.6901057","mag":"2081879218"},"language":"en","primary_location":{"id":"doi:10.1109/ccece.2014.6901057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2014.6901057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE)","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/A5012000717","display_name":"Iraj Koohi","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Iraj Koohi","raw_affiliation_strings":["School of Information Technology and Engineering, University of Ottawa, Ottawa, Canada","School of Information Technology and Engineering, University of Ottawa-Canada"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Engineering, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]},{"raw_affiliation_string":"School of Information Technology and Engineering, University of Ottawa-Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109045151","display_name":"Voicu Z. Groza","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Voicu Z. Groza","raw_affiliation_strings":["School of Information Technology and Engineering, University of Ottawa, Ottawa, Canada","School of Information Technology and Engineering, University of Ottawa-Canada"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Engineering, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]},{"raw_affiliation_string":"School of Information Technology and Engineering, University of Ottawa-Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012000717"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":0.409,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.74718453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9923999905586243,"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/T10320","display_name":"Neural Networks and Applications","score":0.9699000120162964,"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":0.8781202435493469},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7052809596061707},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6486469507217407},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5745129585266113},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.5142040252685547},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5128477215766907},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.461029589176178},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4216964840888977},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4175388813018799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35524696111679077},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15836644172668457}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8781202435493469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7052809596061707},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6486469507217407},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5745129585266113},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.5142040252685547},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5128477215766907},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.461029589176178},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4216964840888977},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4175388813018799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35524696111679077},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15836644172668457},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece.2014.6901057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2014.6901057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 27th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.75,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1504650852","https://openalex.org/W1986157518","https://openalex.org/W1999205703","https://openalex.org/W2057485130","https://openalex.org/W2099750347","https://openalex.org/W2130723171","https://openalex.org/W2145113795","https://openalex.org/W2161108110","https://openalex.org/W2162518759","https://openalex.org/W2164316155","https://openalex.org/W6664661542","https://openalex.org/W6684528298"],"related_works":["https://openalex.org/W2965421953","https://openalex.org/W2758703592","https://openalex.org/W3135446416","https://openalex.org/W10394924","https://openalex.org/W2184956897","https://openalex.org/W1601689643","https://openalex.org/W3040987796","https://openalex.org/W2312228731","https://openalex.org/W2312396909","https://openalex.org/W2135372907"],"abstract_inverted_index":{"Particle":[0],"Swarm":[1],"Optimization":[2],"(PSO)":[3],"algorithm":[4,33],"has":[5,11],"become":[6],"more":[7],"popular":[8],"recently.":[9],"It":[10],"been":[12],"shown":[13],"to":[14,34,50,78,86,96,134],"be":[15,132],"an":[16],"effective":[17],"optimization":[18],"tool":[19],"in":[20,77,159],"most":[21],"of":[22,62,67,69,82,107,144,149],"the":[23,31,43,47,70,93,100,112,128,140,150,154],"applications.":[24,126],"In":[25],"this":[26,83,160],"paper,":[27],"we":[28,89,115],"have":[29,116],"applied":[30],"PSO":[32,48,94,98,113,119],"a":[35],"sample":[36],"Artificial":[37],"Neural":[38],"Network":[39],"(ANN)":[40],"application,":[41],"measured":[42],"improvement,":[44],"and":[45,72,110,121,153],"optimized":[46,118],"parameters":[49,95,120],"improve":[51],"results":[52,71,156],"as":[53,55],"much":[54],"possible.":[56],"The":[57,80,147],"application":[58],"is":[59,85],"character":[60],"recognition":[61],"English":[63],"numbers.":[64],"Two":[65],"indicators":[66],"accuracy":[68],"processing":[73],"time":[74],"are":[75,157],"taken":[76],"account.":[79],"objective":[81],"paper":[84],"show":[87],"that":[88],"can":[90,130],"empirically":[91],"adjust":[92],"optimize":[97],"for":[99,124],"best":[101],"results.":[102],"Through":[103],"several":[104],"iterative":[105],"processes":[106],"extracting":[108],"improvements":[109],"adjusting":[111],"parameters,":[114],"recorded":[117,158],"respective":[122],"variances":[123],"similar":[125],"Indeed,":[127],"method":[129],"also":[131],"extended":[133],"alphabetic":[135],"characters":[136],"by":[137],"just":[138],"providing":[139],"input":[141],"training":[142],"patterns":[143],"each":[145],"character.":[146],"details":[148],"proposed":[151],"approach":[152],"simulation":[155],"paper.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
