{"id":"https://openalex.org/W4399419313","doi":"https://doi.org/10.1088/2632-2153/ad55a5","title":"An adaptive particle swarm optimization with information interaction mechanism","display_name":"An adaptive particle swarm optimization with information interaction mechanism","publication_year":2024,"publication_date":"2024-06-01","ids":{"openalex":"https://openalex.org/W4399419313","doi":"https://doi.org/10.1088/2632-2153/ad55a5"},"language":"en","primary_location":{"id":"doi:10.1088/2632-2153/ad55a5","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ad55a5","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/ad55a5/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iopscience.iop.org/article/10.1088/2632-2153/ad55a5/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016517403","display_name":"Rentong Liu","orcid":"https://orcid.org/0009-0005-5041-0627"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Liu","raw_affiliation_strings":["Anhui Polytechnic University School of Electrical Engineering, \u5b89\u5fbd\u7701\u829c\u6e56\u5e02\u9e20\u6c5f\u533a\u5b89\u5fbd\u5de5\u7a0b\u5927\u5b66, Wuhu, 241000, CHINA"],"raw_orcid":"https://orcid.org/0009-0005-5041-0627","affiliations":[{"raw_affiliation_string":"Anhui Polytechnic University School of Electrical Engineering, \u5b89\u5fbd\u7701\u829c\u6e56\u5e02\u9e20\u6c5f\u533a\u5b89\u5fbd\u5de5\u7a0b\u5927\u5b66, Wuhu, 241000, CHINA","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071407769","display_name":"Lisheng Wei","orcid":"https://orcid.org/0000-0003-1935-2260"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisheng Wei","raw_affiliation_strings":["Anhui Polytechnic University Anhui Key Laboratory of Detection Technology and Energy Saving Devices, Wuhu, China, Wuhu, Anhui, 241000, CHINA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Polytechnic University Anhui Key Laboratory of Detection Technology and Energy Saving Devices, Wuhu, China, Wuhu, Anhui, 241000, CHINA","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031181592","display_name":"Pinggai Zhang","orcid":"https://orcid.org/0000-0002-3184-6186"},"institutions":[{"id":"https://openalex.org/I46520130","display_name":"Chaohu University","ror":"https://ror.org/00mwds915","country_code":"CN","type":"education","lineage":["https://openalex.org/I46520130"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pinggai Zhang","raw_affiliation_strings":["Chaohu University, Chaohu, China, Chaohu, Anhui, 238000, CHINA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chaohu University, Chaohu, China, Chaohu, Anhui, 238000, CHINA","institution_ids":["https://openalex.org/I46520130"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031181592"],"corresponding_institution_ids":["https://openalex.org/I46520130"],"apc_list":{"value":1600,"currency":"GBP","value_usd":1962},"apc_paid":{"value":1600,"currency":"GBP","value_usd":1962},"fwci":0.6294,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72519895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"5","issue":"2","first_page":"025080","last_page":"025080"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9873999953269958,"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":0.9873999953269958,"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/initialization","display_name":"Initialization","score":0.7409794330596924},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.6842437982559204},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6822851896286011},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6805042624473572},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6234453916549683},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6154871582984924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5876706838607788},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5351935625076294},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4581204652786255},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.439831018447876},{"id":"https://openalex.org/keywords/derivative-free-optimization","display_name":"Derivative-free optimization","score":0.4342373013496399},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.41254401206970215},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.4105949401855469},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2504928708076477},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1936659812927246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1727231740951538}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7409794330596924},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.6842437982559204},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6822851896286011},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6805042624473572},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6234453916549683},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6154871582984924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5876706838607788},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5351935625076294},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4581204652786255},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.439831018447876},{"id":"https://openalex.org/C29282572","wikidata":"https://www.wikidata.org/wiki/Q16977029","display_name":"Derivative-free optimization","level":4,"score":0.4342373013496399},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41254401206970215},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.4105949401855469},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2504928708076477},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1936659812927246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1727231740951538},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2632-2153/ad55a5","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ad55a5","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/ad55a5/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e156d662a8eb47a489cc9405cfaab347","is_oa":true,"landing_page_url":"https://doaj.org/article/e156d662a8eb47a489cc9405cfaab347","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning: Science and Technology, Vol 5, Iss 2, p 025080 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2632-2153/ad55a5","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ad55a5","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/ad55a5/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3795877409","display_name":null,"funder_award_id":"62303076","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"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399419313.pdf"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W1901616594","https://openalex.org/W1907706552","https://openalex.org/W2003890325","https://openalex.org/W2072955302","https://openalex.org/W2076858147","https://openalex.org/W2144051602","https://openalex.org/W2160088187","https://openalex.org/W2187150571","https://openalex.org/W2290883490","https://openalex.org/W2468206011","https://openalex.org/W2729414995","https://openalex.org/W2730253853","https://openalex.org/W2757662287","https://openalex.org/W2770073247","https://openalex.org/W2774558034","https://openalex.org/W2795621792","https://openalex.org/W2803875698","https://openalex.org/W2887897850","https://openalex.org/W2896347400","https://openalex.org/W2898785807","https://openalex.org/W2904818126","https://openalex.org/W2914882551","https://openalex.org/W2915246747","https://openalex.org/W2949524421","https://openalex.org/W2999529304","https://openalex.org/W3001748571","https://openalex.org/W3020639952","https://openalex.org/W3046082326","https://openalex.org/W3048750119","https://openalex.org/W3089994401","https://openalex.org/W3096383447","https://openalex.org/W3118337991","https://openalex.org/W3119339517","https://openalex.org/W3120349973","https://openalex.org/W3120505815","https://openalex.org/W3135394543","https://openalex.org/W3162145537","https://openalex.org/W3185280320","https://openalex.org/W3189631645","https://openalex.org/W3201485173","https://openalex.org/W3211054247","https://openalex.org/W4200348783","https://openalex.org/W4206329279","https://openalex.org/W4210298736","https://openalex.org/W4285193662","https://openalex.org/W4307757251","https://openalex.org/W4308148004","https://openalex.org/W4308487174","https://openalex.org/W4313368587","https://openalex.org/W4317581747","https://openalex.org/W4318323524","https://openalex.org/W4319839253","https://openalex.org/W4362507450","https://openalex.org/W4362603042","https://openalex.org/W4379356539","https://openalex.org/W4383536231","https://openalex.org/W4387265115","https://openalex.org/W4388698868","https://openalex.org/W6639746820","https://openalex.org/W6681065292","https://openalex.org/W6740441777","https://openalex.org/W6740828143","https://openalex.org/W6755174310"],"related_works":["https://openalex.org/W2969450897","https://openalex.org/W2113650225","https://openalex.org/W2911636622","https://openalex.org/W2393398569","https://openalex.org/W2140214100","https://openalex.org/W2161494499","https://openalex.org/W2244451531","https://openalex.org/W2735946150","https://openalex.org/W4315650968","https://openalex.org/W2357162635"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"proposes":[3],"an":[4,49],"adaptive":[5],"particle":[6],"swarm":[7],"optimization":[8,17,134],"with":[9,71],"information":[10,51,74],"interaction":[11,50],"mechanism":[12,52],"(APSOIIM)":[13],"to":[14,30,36,55,78,104,121],"enhance":[15,79],"the":[16,20,42,46,57,60,63,72,80,86,100,106,111,116,123,141,148],"ability":[18],"of":[19,45,59,75,110],"PSO":[21],"algorithm.":[22,47,114],"Firstly,":[23],"a":[24,94],"chaotic":[25],"sequence":[26],"strategy":[27],"is":[28,53],"employed":[29],"generate":[31],"uniformly":[32],"distributed":[33],"particles":[34,77],"and":[35,82,92,108,125],"improve":[37],"their":[38],"convergence":[39,101],"speed":[40],"at":[41],"initialization":[43],"stage":[44],"Then,":[48],"introduced":[54],"boost":[56],"diversity":[58],"population":[61],"as":[62,129,131],"search":[64],"process":[65],"unfolds,":[66],"which":[67],"can":[68],"effectively":[69],"interact":[70],"optimal":[73],"neighboring":[76],"exploration":[81],"exploitation":[83],"abilities.":[84],"Therefore,":[85],"proposed":[87,112,117,142],"algorithm":[88],"may":[89],"avoid":[90],"premature":[91],"perform":[93],"more":[95],"accurate":[96],"local":[97],"search.":[98],"Besides,":[99],"was":[102,119],"proven":[103],"verify":[105],"robustness":[107],"efficiency":[109],"APSOIIM":[113,118,143],"Finally,":[115],"applied":[120],"solve":[122],"CEC2014":[124],"CEC2017":[126],"benchmark":[127],"functions":[128],"well":[130],"famous":[132],"engineering":[133],"problems.":[135],"The":[136],"experimental":[137],"results":[138],"demonstrate":[139],"that":[140],"has":[144],"significant":[145],"advantages":[146],"over":[147],"compared":[149],"algorithms.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}