{"id":"https://openalex.org/W4386471500","doi":"https://doi.org/10.1155/2023/7111548","title":"PSO with Mixed Strategy for Global Optimization","display_name":"PSO with Mixed Strategy for Global Optimization","publication_year":2023,"publication_date":"2023-09-06","ids":{"openalex":"https://openalex.org/W4386471500","doi":"https://doi.org/10.1155/2023/7111548"},"language":"en","primary_location":{"id":"doi:10.1155/2023/7111548","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/7111548","pdf_url":"https://downloads.hindawi.com/journals/complexity/2023/7111548.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2023/7111548.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083881747","display_name":"Jinwei Pang","orcid":"https://orcid.org/0000-0001-7031-7458"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinwei Pang","raw_affiliation_strings":["School of Computer and Control Engineering, Yantai University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101695551","display_name":"Xiaohui Li","orcid":"https://orcid.org/0000-0001-7116-3753"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaohui Li","raw_affiliation_strings":["Harbin Vocational and Technical College, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Vocational and Technical College, Harbin, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043603162","display_name":"Shuang Han","orcid":"https://orcid.org/0000-0002-9712-7678"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Han","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083881747"],"corresponding_institution_ids":["https://openalex.org/I18452120"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":2.0556,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89530119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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":0.998199999332428,"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":0.9977999925613403,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.707165002822876},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.684289813041687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.611080527305603},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5405136346817017},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5175204277038574},{"id":"https://openalex.org/keywords/imperialist-competitive-algorithm","display_name":"Imperialist competitive algorithm","score":0.43315446376800537},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.38360682129859924},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3201461434364319},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2567034959793091},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15177273750305176}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.707165002822876},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.684289813041687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.611080527305603},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5405136346817017},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5175204277038574},{"id":"https://openalex.org/C101219045","wikidata":"https://www.wikidata.org/wiki/Q10859646","display_name":"Imperialist competitive algorithm","level":4,"score":0.43315446376800537},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.38360682129859924},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3201461434364319},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2567034959793091},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15177273750305176},{"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":3,"locations":[{"id":"doi:10.1155/2023/7111548","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/7111548","pdf_url":"https://downloads.hindawi.com/journals/complexity/2023/7111548.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:7111548","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2023/7111548.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:0e03f91a42cb459795bc93d8fa7c09f4","is_oa":true,"landing_page_url":"https://doaj.org/article/0e03f91a42cb459795bc93d8fa7c09f4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2023 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2023/7111548","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/7111548","pdf_url":"https://downloads.hindawi.com/journals/complexity/2023/7111548.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2578000070","display_name":null,"funder_award_id":"ZJB1421113","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4507335464","display_name":null,"funder_award_id":"GJB1421251","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4577689320","display_name":null,"funder_award_id":"62072136","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4710790057","display_name":null,"funder_award_id":"2020YFB1710200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G489725115","display_name":null,"funder_award_id":"GJB1421251","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4965071212","display_name":null,"funder_award_id":"61872105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G548623101","display_name":null,"funder_award_id":"ZJB1421113","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6771687549","display_name":null,"funder_award_id":"62072136","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G775671268","display_name":null,"funder_award_id":"61872105","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8199206254","display_name":null,"funder_award_id":"2020YFB1710200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386471500.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W17015706","https://openalex.org/W1987234899","https://openalex.org/W1999284878","https://openalex.org/W2052367557","https://openalex.org/W2054878539","https://openalex.org/W2061438946","https://openalex.org/W2062355752","https://openalex.org/W2086128034","https://openalex.org/W2091676958","https://openalex.org/W2108388069","https://openalex.org/W2109472859","https://openalex.org/W2114757319","https://openalex.org/W2119649579","https://openalex.org/W2131613989","https://openalex.org/W2140491475","https://openalex.org/W2156773695","https://openalex.org/W2165299997","https://openalex.org/W2171074980","https://openalex.org/W2182761707","https://openalex.org/W2183843206","https://openalex.org/W2222173969","https://openalex.org/W2232317135","https://openalex.org/W2543580944","https://openalex.org/W2586121636","https://openalex.org/W2738900493","https://openalex.org/W2795621792","https://openalex.org/W2808861358","https://openalex.org/W2889485094","https://openalex.org/W2890810619","https://openalex.org/W2892659004","https://openalex.org/W2898752758","https://openalex.org/W2908286818","https://openalex.org/W2981028684","https://openalex.org/W2982443664","https://openalex.org/W3031631102","https://openalex.org/W3034802270","https://openalex.org/W3161757600","https://openalex.org/W3212491810","https://openalex.org/W6682642761","https://openalex.org/W6684237752"],"related_works":["https://openalex.org/W2351868275","https://openalex.org/W2113650225","https://openalex.org/W2355013257","https://openalex.org/W2885991329","https://openalex.org/W2116579269","https://openalex.org/W2393398569","https://openalex.org/W2180425675","https://openalex.org/W2349895019","https://openalex.org/W2189252671","https://openalex.org/W2388194455"],"abstract_inverted_index":{"Particle":[0],"swarm":[1],"optimization":[2,11,24,61,74],"(PSO)":[3],"is":[4,109,155,187,204,223,243],"an":[5,105],"evolutionary":[6],"algorithm":[7,62,69,93,203,242],"for":[8],"solving":[9],"global":[10],"problems.":[12,75],"PSO":[13,50,77,92,99],"has":[14],"a":[15,35,57,156,183],"fast":[16],"convergence":[17],"speed":[18],"and":[19,29,48,134,169,213,216,222],"does":[20],"not":[21],"require":[22],"the":[23,44,113,121,124,135,143,151,164,178,197,228,236,240],"function":[25],"to":[26,56,111,120,141,176,226],"be":[27,82],"differentiable":[28],"continuous.":[30],"In":[31,103,174],"recent":[32,58],"two":[33,193],"decades,":[34],"lot":[36],"of":[37,46,73,115,123,139,146,150,160,166,171,181,191,199,239,248],"researches":[38],"have":[39,52],"been":[40,53],"working":[41],"on":[42,70,206],"improving":[43],"performance":[45,198],"PSO,":[47],"numerous":[49],"variants":[51,100,118],"presented.":[54],"According":[55],"theory,":[59],"no":[60],"can":[63],"perform":[64],"better":[65,245],"than":[66,85,163,246],"any":[67],"other":[68],"all":[71],"types":[72],"Thus,":[76],"with":[78,211,219],"mixed":[79,90],"strategies":[80,162],"might":[81],"more":[83,157],"efficient":[84],"pure":[86],"strategy":[87,91,108],"algorithms.":[88,250],"A":[89],"(MSPSO)":[94],"which":[95],"integrates":[96],"five":[97],"different":[98,117],"was":[101],"proposed.":[102,188],"MSPSO,":[104,182],"adaptive":[106],"selection":[107,144],"used":[110],"adjust":[112],"probability":[114],"selecting":[116],"according":[119],"rate":[122,149],"fitness":[125,152],"value":[126,153],"change":[127,154],"between":[128],"offspring":[129],"generated":[130],"by":[131],"each":[132,172],"variant":[133,185],"personal":[136],"best":[137],"position":[138],"particles":[140],"guide":[142],"probabilities":[145],"variants.":[147],"The":[148,189,201],"effective":[158],"indicator":[159],"good":[161],"number":[165],"previous":[167],"successes":[168],"failures":[170],"variant.":[173],"order":[175],"improve":[177],"exploitation":[179],"ability":[180],"Nelder\u2013Mead":[184],"method":[186],"combination":[190],"these":[192],"methods":[194],"further":[195],"improves":[196],"MSPSO.":[200],"proposed":[202,241],"tested":[205],"CEC":[207,217],"2014":[208],"benchmark":[209],"suites":[210],"10":[212],"30":[214],"variables":[215,221],"2010":[218],"1000":[220],"also":[224],"conducted":[225],"solve":[227],"hydrothermal":[229],"scheduling":[230],"problem.":[231],"Experimental":[232],"results":[233],"demonstrate":[234],"that":[235,247],"solution":[237],"accuracy":[238],"overall":[244],"comparative":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
