{"id":"https://openalex.org/W1977068418","doi":"https://doi.org/10.1109/cec.2012.6252967","title":"A consolidated model of Particle Swarm Optimisation variants","display_name":"A consolidated model of Particle Swarm Optimisation variants","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W1977068418","doi":"https://doi.org/10.1109/cec.2012.6252967","mag":"1977068418"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6252967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/A_consolidated_model_of_particle_swarm_optimisation_variants/20816833","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058953190","display_name":"Shannon Pace","orcid":"https://orcid.org/0009-0005-1822-6643"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shannon S. Pace","raw_affiliation_strings":["Faculty of ICT, Swinburne University of Technology, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of ICT, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049910795","display_name":"Andrew Cain","orcid":"https://orcid.org/0000-0002-8820-140X"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew Cain","raw_affiliation_strings":["Faculty of ICT, Swinburne University of Technology, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of ICT, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035599766","display_name":"Clinton J. Woodward","orcid":"https://orcid.org/0000-0002-9432-8124"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Clinton J. Woodward","raw_affiliation_strings":["Faculty of ICT, Swinburne University of Technology, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of ICT, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058953190"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":null,"apc_paid":null,"fwci":0.442,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71092822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9995999932289124,"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":0.9995999932289124,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9933000206947327,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9832000136375427,"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":0.7164561748504639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6910167932510376},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5857610702514648},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5219978094100952},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5006911754608154},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.476016104221344},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4634229242801666},{"id":"https://openalex.org/keywords/rigour","display_name":"Rigour","score":0.4535839855670929},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4474833905696869},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4168965816497803},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4123649299144745},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.41066235303878784},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.382231742143631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2827306389808655},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1717069447040558},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07609623670578003}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7164561748504639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6910167932510376},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5857610702514648},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5219978094100952},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5006911754608154},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.476016104221344},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4634229242801666},{"id":"https://openalex.org/C71008984","wikidata":"https://www.wikidata.org/wiki/Q2890076","display_name":"Rigour","level":2,"score":0.4535839855670929},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4474833905696869},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4168965816497803},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4123649299144745},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.41066235303878784},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.382231742143631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2827306389808655},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1717069447040558},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07609623670578003},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cec.2012.6252967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30124638","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20816833","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_consolidated_model_of_particle_swarm_optimisation_variants/20816833","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:7e4b06f4-d7d5-478f-bbb5-465e14b363f9/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/236569","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation (CEC 2012), Brisbane, Queensland, Australia, 10-15 June 2012","raw_type":""}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20816833","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/A_consolidated_model_of_particle_swarm_optimisation_variants/20816833","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1606794504","https://openalex.org/W1875348914","https://openalex.org/W1930801851","https://openalex.org/W1983907936","https://openalex.org/W2000053850","https://openalex.org/W2017365024","https://openalex.org/W2023439666","https://openalex.org/W2031399437","https://openalex.org/W2045345437","https://openalex.org/W2047758600","https://openalex.org/W2059400389","https://openalex.org/W2059655077","https://openalex.org/W2068146942","https://openalex.org/W2077215180","https://openalex.org/W2078902228","https://openalex.org/W2094453630","https://openalex.org/W2109364787","https://openalex.org/W2120105248","https://openalex.org/W2120765535","https://openalex.org/W2124732306","https://openalex.org/W2127996468","https://openalex.org/W2138278080","https://openalex.org/W2139339670","https://openalex.org/W2139386984","https://openalex.org/W2143672341","https://openalex.org/W2163823759","https://openalex.org/W2165299997","https://openalex.org/W2169245194","https://openalex.org/W2170126793","https://openalex.org/W2246105787","https://openalex.org/W2303166133","https://openalex.org/W2543580944","https://openalex.org/W4300336589","https://openalex.org/W7058482824"],"related_works":["https://openalex.org/W2751556990","https://openalex.org/W110842092","https://openalex.org/W2377573520","https://openalex.org/W2025170215","https://openalex.org/W2273826813","https://openalex.org/W2788711600","https://openalex.org/W6783378","https://openalex.org/W4387107576","https://openalex.org/W160278726","https://openalex.org/W2012952452"],"abstract_inverted_index":{"Particle":[0],"Swarm":[1],"Optimisation":[2],"(PSO)":[3],"implementations":[4],"are":[5,85],"commonly":[6],"ad":[7],"hoc":[8],"creations,":[9],"despite":[10,118],"the":[11,19,26,33,36,51,57,60,78,132],"high":[12],"degree":[13],"of":[14,18,25,35,50,56,62,77,103,109,134,139],"similarity":[15,124],"between":[16],"variants":[17],"algorithm.":[20,79],"Although":[21],"a":[22,47,71,92,101,107],"\u201ccanonical\u201d":[23],"form":[24],"algorithm":[27],"is":[28,43,97,115,122],"generally":[29],"understood,":[30],"differences":[31],"in":[32,111],"execution":[34,55],"experiment":[37,63],"may":[38],"produce":[39],"unique":[40],"results.":[41],"It":[42,114],"valuable":[44],"to":[45,99],"establish":[46],"common":[48],"understanding":[49],"informational":[52],"representation":[53],"and":[54,66,83,137],"algorithm,":[58],"for":[59,74],"purposes":[61],"consistency,":[64],"repeatability":[65],"communication.":[67],"This":[68,127],"paper":[69],"formulates":[70],"generalised":[72],"model":[73,96],"computational":[75],"expression":[76],"An":[80],"encoding":[81],"scheme":[82],"protocol":[84],"presented,":[86],"which":[87],"have":[88],"been":[89],"derived":[90],"from":[91],"data":[93],"taxonomy.":[94],"The":[95],"shown":[98],"accommodate":[100],"number":[102],"disparate":[104],"variants,":[105],"representing":[106],"range":[108],"interests":[110],"PSO":[112],"study.":[113],"demonstrated":[116],"that,":[117],"conceptual":[119],"differences,":[120],"there":[121],"much":[123],"amongst":[125],"them.":[126],"has":[128],"wide":[129],"implications":[130],"regarding":[131],"rigour":[133],"experimental":[135],"practice,":[136],"validity":[138],"variant":[140],"performance":[141],"comparison.":[142]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
