{"id":"https://openalex.org/W2057035153","doi":"https://doi.org/10.1109/cec.2013.6557848","title":"Standard Particle Swarm Optimisation 2011 at CEC-2013: A baseline for future PSO improvements","display_name":"Standard Particle Swarm Optimisation 2011 at CEC-2013: A baseline for future PSO improvements","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2057035153","doi":"https://doi.org/10.1109/cec.2013.6557848","mag":"2057035153"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557848","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5057919127","display_name":"Mauricio Zambrano\u2010Bigiarini","orcid":"https://orcid.org/0000-0002-9536-643X"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mauricio Zambrano-Bigiarini","raw_affiliation_strings":["Institute for Environment and Sustainability, European Commission's Joint Research Centre, Ispra, Varese, Italy","Inst. for Environ. & Sustainability, Eur. Comm., Ispra, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Environment and Sustainability, European Commission's Joint Research Centre, Ispra, Varese, Italy","institution_ids":["https://openalex.org/I4210118689"]},{"raw_affiliation_string":"Inst. for Environ. & Sustainability, Eur. Comm., Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084308613","display_name":"Maurice Clerc","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maurice Clerc","raw_affiliation_strings":["France","Independent Consultant, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"France","institution_ids":[]},{"raw_affiliation_string":"Independent Consultant, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071037369","display_name":"Rodrigo Rojas","orcid":"https://orcid.org/0000-0002-1710-2797"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rodrigo Rojas","raw_affiliation_strings":["Institute for Environment and Sustainability, European Commission's Joint Research Centre, Ispra, Varese, Italy","Inst. for Environ. & Sustainability, Eur. Comm., Ispra, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Environment and Sustainability, European Commission's Joint Research Centre, Ispra, Varese, Italy","institution_ids":["https://openalex.org/I4210118689"]},{"raw_affiliation_string":"Inst. for Environ. & Sustainability, Eur. Comm., Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.3894,"has_fulltext":false,"cited_by_count":320,"citation_normalized_percentile":{"value":0.9954804,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2337","last_page":"2344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9889000058174133,"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":0.98580002784729,"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":0.7671618461608887},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6845511794090271},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.6377801895141602},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5966598987579346},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5653195977210999},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.5368163585662842},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.510960042476654},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4928779602050781},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4551718831062317},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4167692959308624},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3726726472377777},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3563646674156189}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7671618461608887},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6845511794090271},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.6377801895141602},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5966598987579346},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5653195977210999},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.5368163585662842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.510960042476654},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4928779602050781},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4551718831062317},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4167692959308624},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3726726472377777},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3563646674156189},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2013.6557848","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557848","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.jrc.ec.europa.eu:JRC83682","is_oa":false,"landing_page_url":"http://doi.org/10.1109/CEC.2013.6557848","pdf_url":null,"source":{"id":"https://openalex.org/S4306401126","display_name":"Joint Research Centre (European Commission)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800387288","host_organization_name":"European Commission","host_organization_lineage":["https://openalex.org/I2800387288"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Contributions to Conferences"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W15205663","https://openalex.org/W315572163","https://openalex.org/W1595159159","https://openalex.org/W1875348914","https://openalex.org/W1925428099","https://openalex.org/W1998674867","https://openalex.org/W2065276098","https://openalex.org/W2080717439","https://openalex.org/W2086565690","https://openalex.org/W2095595785","https://openalex.org/W2109364787","https://openalex.org/W2132181343","https://openalex.org/W2133837084","https://openalex.org/W2135232426","https://openalex.org/W2145113795","https://openalex.org/W2152195021","https://openalex.org/W2162012556","https://openalex.org/W2165299997","https://openalex.org/W2170126793","https://openalex.org/W2246105787","https://openalex.org/W2295631574","https://openalex.org/W2320313813","https://openalex.org/W2402846924","https://openalex.org/W2476910606","https://openalex.org/W2543580944","https://openalex.org/W3137715965","https://openalex.org/W4230073927","https://openalex.org/W4253572110","https://openalex.org/W6697399491"],"related_works":["https://openalex.org/W2375684291","https://openalex.org/W2354676191","https://openalex.org/W3188646203","https://openalex.org/W136674370","https://openalex.org/W2909957174","https://openalex.org/W2105527480","https://openalex.org/W2052387497","https://openalex.org/W2050203848","https://openalex.org/W1984463744","https://openalex.org/W2241146626"],"abstract_inverted_index":{"In":[0,113],"this":[1,106,151],"work":[2,223],"we":[3],"benchmark,":[4],"for":[5,23,62,84,95,105,134,178,232],"the":[6,9,18,24,52,63,76,92,119,122,180,195,219,225],"first":[7,226],"time,":[8],"latest":[10],"Standard":[11],"Particle":[12],"Swarm":[13],"Optimisation":[14,31],"algorithm":[15],"(SPSO-2011)":[16],"against":[17],"28":[19],"test":[20,69,111],"functions":[21,102,139],"designed":[22,104],"Special":[25],"Session":[26],"on":[27,193],"Real-Parameter":[28],"Single":[29],"Objective":[30],"at":[32],"CEC-2013.":[33],"SPSO-2011":[34,61,90,157],"is":[35,224],"a":[36,72,115,142,153,170,205,212,230,233],"major":[37],"improvement":[38],"over":[39],"previous":[40],"PSO":[41,189,238],"versions,":[42],"with":[43,71,175,204],"an":[44,57],"adaptive":[45],"random":[46],"topology":[47],"and":[48,67,108,137,201,211],"rotational":[49],"invariance":[50],"constituting":[51],"main":[53],"advancements.":[54],"Results":[55],"showed":[56,91,141],"outstanding":[58],"performance":[59,81,94,172],"of":[60,65,121,156,208,236],"family":[64],"unimodal":[66],"separable":[68],"functions,":[70,203],"fast":[73,116],"convergence":[74,117],"to":[75,145,165,198],"global":[77,123,214],"optimum,":[78],"while":[79],"good":[80],"was":[82,125,158],"observed":[83,163],"four":[85],"rotated":[86],"multimodal":[87,110,138],"functions.":[88,112],"Conversely,":[89],"weakest":[93],"all":[96],"composition":[97,136],"problems":[98],"(i.e.":[99],"highly":[100],"complex":[101],"specially":[103],"competition)":[107],"certain":[109],"general,":[114],"towards":[118,228],"region":[120],"optimum":[124],"achieved,":[126],"requiring":[127],"less":[128],"than":[129],"10E+03":[130],"function":[131],"evaluations.":[132],"However,":[133],"most":[135],"SPSO2011":[140],"limited":[143],"capability":[144],"\u201cescape\u201d":[146],"from":[147,218],"sub-optimal":[148],"regions.":[149],"Despite":[150],"limitation,":[152],"desirable":[154],"feature":[155],"its":[159],"scalable":[160],"behaviour,":[161],"which":[162],"up":[164],"50-dimensional":[166],"problems,":[167],"i.e.":[168],"keeping":[169],"similar":[171],"across":[173],"dimensions":[174],"no":[176],"need":[177],"increasing":[179],"population":[181],"size.":[182],"Therefore,":[183],"it":[184],"seems":[185],"advisable":[186],"that":[187],"future":[188,237],"improvements":[190],"be":[191],"focused":[192],"enhancing":[194],"algorithm's":[196],"ability":[197],"solve":[199],"non-separable":[200],"asymmetrical":[202],"large":[206],"number":[207],"local":[209],"minima":[210],"second":[213],"minimum":[215],"located":[216],"far":[217],"true":[220],"optimum.":[221],"This":[222],"effort":[227],"providing":[229],"baseline":[231],"fair":[234],"comparison":[235],"improvements.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":28},{"year":2019,"cited_by_count":45},{"year":2018,"cited_by_count":35},{"year":2017,"cited_by_count":37},{"year":2016,"cited_by_count":27},{"year":2015,"cited_by_count":27},{"year":2014,"cited_by_count":19},{"year":2013,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}
