{"id":"https://openalex.org/W2971260947","doi":"https://doi.org/10.1109/access.2019.2938063","title":"DMPSO: Diversity-Guided Multi-Mutation Particle Swarm Optimizer","display_name":"DMPSO: Diversity-Guided Multi-Mutation Particle Swarm Optimizer","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2971260947","doi":"https://doi.org/10.1109/access.2019.2938063","mag":"2971260947"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2938063","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2938063","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817908.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817908.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102830835","display_name":"D. Tian","orcid":"https://orcid.org/0000-0002-6806-8103"},"institutions":[{"id":"https://openalex.org/I2799293361","display_name":"Baoji University of Arts and Sciences","ror":"https://ror.org/05nx0xs09","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799293361"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dongping Tian","raw_affiliation_strings":["Institute of Computer Software, Baoji University of Arts and Sciences, Baoji, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Software, Baoji University of Arts and Sciences, Baoji, China","institution_ids":["https://openalex.org/I2799293361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008336560","display_name":"Xiaofei Zhao","orcid":"https://orcid.org/0000-0002-4014-6253"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tianjin Polytechnic University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Zhao","raw_affiliation_strings":["School of Computer Science and Technology, Tianjin Polytechnic University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin Polytechnic University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075925664","display_name":"Zhongzhi Shi","orcid":"https://orcid.org/0000-0002-3280-1676"},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongzhi Shi","raw_affiliation_strings":["Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102830835"],"corresponding_institution_ids":["https://openalex.org/I2799293361"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4565,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.9174624,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"124008","last_page":"124025"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9739999771118164,"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":0.9715999960899353,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.7333616018295288},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6978593468666077},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"Premature convergence","score":0.6972826719284058},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6936081647872925},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5806720852851868},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5576738119125366},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5187482833862305},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.4769688546657562},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4602109491825104},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4549623429775238},{"id":"https://openalex.org/keywords/inertia","display_name":"Inertia","score":0.419574111700058},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.41583722829818726},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30022260546684265},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06557855010032654}],"concepts":[{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.7333616018295288},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6978593468666077},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.6972826719284058},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6936081647872925},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5806720852851868},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5576738119125366},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5187482833862305},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.4769688546657562},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4602109491825104},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4549623429775238},{"id":"https://openalex.org/C110407247","wikidata":"https://www.wikidata.org/wiki/Q122508","display_name":"Inertia","level":2,"score":0.419574111700058},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.41583722829818726},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30022260546684265},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06557855010032654},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2938063","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2938063","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817908.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b80aec011fa643e5a0383c1761dbd6cb","is_oa":true,"landing_page_url":"https://doaj.org/article/b80aec011fa643e5a0383c1761dbd6cb","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 124008-124025 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2938063","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2938063","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08817908.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3049186252","display_name":null,"funder_award_id":"2018A03","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4580332286","display_name":null,"funder_award_id":"2013CB329502","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5475934930","display_name":null,"funder_award_id":"61971005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5704559716","display_name":null,"funder_award_id":"2013CB329502","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6194230105","display_name":null,"funder_award_id":"2013CB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7129907147","display_name":null,"funder_award_id":"(973 Program","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2971260947.pdf","grobid_xml":"https://content.openalex.org/works/W2971260947.grobid-xml"},"referenced_works_count":80,"referenced_works":["https://openalex.org/W776781751","https://openalex.org/W1044919269","https://openalex.org/W1179686678","https://openalex.org/W1543715688","https://openalex.org/W1796315384","https://openalex.org/W1968346596","https://openalex.org/W1972316166","https://openalex.org/W1974895230","https://openalex.org/W1980152637","https://openalex.org/W1983952963","https://openalex.org/W1986834168","https://openalex.org/W1988505977","https://openalex.org/W1990318222","https://openalex.org/W1991245688","https://openalex.org/W1994610053","https://openalex.org/W1997555931","https://openalex.org/W1998391576","https://openalex.org/W2009323159","https://openalex.org/W2024932865","https://openalex.org/W2038636021","https://openalex.org/W2039397179","https://openalex.org/W2044477827","https://openalex.org/W2055885994","https://openalex.org/W2057472606","https://openalex.org/W2057874216","https://openalex.org/W2062355752","https://openalex.org/W2066587368","https://openalex.org/W2076661945","https://openalex.org/W2077338021","https://openalex.org/W2090045341","https://openalex.org/W2095003442","https://openalex.org/W2095554186","https://openalex.org/W2095558004","https://openalex.org/W2102892532","https://openalex.org/W2108388069","https://openalex.org/W2110250181","https://openalex.org/W2111005946","https://openalex.org/W2117286520","https://openalex.org/W2123066915","https://openalex.org/W2131613989","https://openalex.org/W2135564892","https://openalex.org/W2138278080","https://openalex.org/W2139339670","https://openalex.org/W2152195021","https://openalex.org/W2161494499","https://openalex.org/W2162012556","https://openalex.org/W2162745921","https://openalex.org/W2165299997","https://openalex.org/W2169245194","https://openalex.org/W2187150571","https://openalex.org/W2194777439","https://openalex.org/W2235553398","https://openalex.org/W2251432411","https://openalex.org/W2278513821","https://openalex.org/W2289344356","https://openalex.org/W2489788274","https://openalex.org/W2512397865","https://openalex.org/W2590197348","https://openalex.org/W2597387073","https://openalex.org/W2599845895","https://openalex.org/W2607099977","https://openalex.org/W2641311918","https://openalex.org/W2737226411","https://openalex.org/W2740104538","https://openalex.org/W2751219571","https://openalex.org/W2751383815","https://openalex.org/W2758897017","https://openalex.org/W2760225670","https://openalex.org/W2766177067","https://openalex.org/W2789477383","https://openalex.org/W2789717563","https://openalex.org/W2789930262","https://openalex.org/W2797485770","https://openalex.org/W2802713807","https://openalex.org/W2915246747","https://openalex.org/W2917884856","https://openalex.org/W2956244563","https://openalex.org/W2992527907","https://openalex.org/W6759768743","https://openalex.org/W6770987717"],"related_works":["https://openalex.org/W3135446416","https://openalex.org/W2116814709","https://openalex.org/W2510345215","https://openalex.org/W2794525671","https://openalex.org/W2785678338","https://openalex.org/W1959298326","https://openalex.org/W2568341866","https://openalex.org/W2211452270","https://openalex.org/W3020868696","https://openalex.org/W2383686222"],"abstract_inverted_index":{"Particle":[0],"swarm":[1,53,129],"optimization":[2,20],"(PSO)":[3],"is":[4,58,71,91,143],"a":[5,49,95,164],"population":[6],"based":[7,130],"meta-heuristic":[8],"search":[9,104],"technique":[10],"that":[11,151,174],"has":[12],"been":[13],"widely":[14],"applied":[15,145],"to":[16,73,78,93,121,146],"deal":[17],"with":[18],"various":[19],"problems.":[21,44],"However,":[22],"like":[23],"other":[24,180],"stochastic":[25],"methods,":[26],"PSO":[27,182],"also":[28],"encounters":[29],"the":[30,66,80,87,98,103,123,127,147,155,158,179,188],"problems":[31],"of":[32,83,111,126,157,166,178,186],"entrapment":[33],"into":[34],"local":[35],"optima":[36],"and":[37,100,116,169,191],"premature":[38],"convergence":[39,81,156],"in":[40,60,102,184],"solving":[41],"complex":[42],"multimodal":[43,170],"To":[45,63],"tackle":[46],"these":[47],"issues,":[48],"diversity-guided":[50,134],"multi-mutation":[51],"particle":[52,150],"optimizer":[54],"(abbreviated":[55],"as":[56],"DMPSO)":[57],"presented":[59],"this":[61],"paper.":[62],"start":[64],"with,":[65],"chaos":[67],"opposition-based":[68],"learning":[69],"(OBL)":[70],"employed":[72],"yield":[74],"high-quality":[75],"initial":[76],"particles":[77],"accelerate":[79],"speed":[82],"DMPSO.":[84,159],"Followed":[85],"by,":[86],"self-regulating":[88],"inertia":[89],"weight":[90],"leveraged":[92],"strike":[94],"balance":[96],"between":[97],"exploration":[99],"exploitation":[101],"space.":[105],"After":[106],"that,":[107],"three":[108],"different":[109],"kinds":[110],"mutation":[112],"strategies":[113],"(gaussian,":[114],"cauchy":[115],"chaotic":[117],"mutations)":[118],"are":[119],"used":[120],"maintain":[122],"potential":[124],"diversity":[125],"whole":[128],"on":[131,163],"an":[132,138],"effective":[133],"mechanism.":[135],"In":[136],"particular,":[137],"auxiliary":[139],"velocity-position":[140],"update":[141],"mechanism":[142],"exclusively":[144],"global":[148],"best":[149],"can":[152],"effectively":[153],"guarantee":[154],"Finally,":[160],"extensive":[161],"experiments":[162],"set":[165],"well-known":[167],"unimodal":[168],"benchmark":[171],"functions":[172],"demonstrate":[173],"DMPSO":[175],"outperforms":[176],"most":[177],"tested":[181],"variants":[183],"terms":[185],"both":[187],"solution":[189],"quality":[190],"its":[192],"efficiency.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}