{"id":"https://openalex.org/W4396948603","doi":"https://doi.org/10.1007/s40747-024-01447-7","title":"A multi-objective particle swarm optimization with a competitive hybrid learning strategy","display_name":"A multi-objective particle swarm optimization with a competitive hybrid learning strategy","publication_year":2024,"publication_date":"2024-05-16","ids":{"openalex":"https://openalex.org/W4396948603","doi":"https://doi.org/10.1007/s40747-024-01447-7"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01447-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01447-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01447-7.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01447-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100405410","display_name":"Fei Chen","orcid":"https://orcid.org/0000-0002-6988-492X"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fei Chen","raw_affiliation_strings":["School of Mathematics and Statistics, Guizhou University, Guiyang, 550025, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Guizhou University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084905540","display_name":"Yanmin Liu","orcid":"https://orcid.org/0000-0002-1571-5370"},"institutions":[{"id":"https://openalex.org/I4210091787","display_name":"Zunyi Normal College","ror":"https://ror.org/00g2pnp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091787"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanmin Liu","raw_affiliation_strings":["Zunyi Normal College, Zunyi, 563002, China"],"affiliations":[{"raw_affiliation_string":"Zunyi Normal College, Zunyi, 563002, China","institution_ids":["https://openalex.org/I4210091787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051567462","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0002-6580-9287"},"institutions":[{"id":"https://openalex.org/I4210091787","display_name":"Zunyi Normal College","ror":"https://ror.org/00g2pnp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091787"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Zunyi Normal College, Zunyi, 563002, China"],"affiliations":[{"raw_affiliation_string":"Zunyi Normal College, Zunyi, 563002, China","institution_ids":["https://openalex.org/I4210091787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100674650","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-7409-8675"},"institutions":[{"id":"https://openalex.org/I4210095439","display_name":"Guizhou Minzu University","ror":"https://ror.org/00qm4t918","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095439"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China"],"affiliations":[{"raw_affiliation_string":"School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I4210095439"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109622137","display_name":"Xianzi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095439","display_name":"Guizhou Minzu University","ror":"https://ror.org/00qm4t918","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210095439"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianzi Zhang","raw_affiliation_strings":["School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China"],"affiliations":[{"raw_affiliation_string":"School of Data Science and Information Engineering, Guizhou Minzu University, Guiyang, 550025, China","institution_ids":["https://openalex.org/I4210095439"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100405410"],"corresponding_institution_ids":["https://openalex.org/I178232147"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.368,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59647756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"10","issue":"4","first_page":"5625","last_page":"5651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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/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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9937000274658203,"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":0.7569316625595093},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7277916669845581},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.5657575726509094},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.481444776058197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.480074942111969},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37887489795684814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3590465188026428},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22406604886054993},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18262332677841187}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7569316625595093},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7277916669845581},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.5657575726509094},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.481444776058197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.480074942111969},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37887489795684814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3590465188026428},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22406604886054993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18262332677841187}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-024-01447-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01447-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01447-7.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1243c0801f914bbc84cfd1ccc26065f0","is_oa":true,"landing_page_url":"https://doaj.org/article/1243c0801f914bbc84cfd1ccc26065f0","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":"Complex & Intelligent Systems, Vol 10, Iss 4, Pp 5625-5651 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01447-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01447-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01447-7.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396948603.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W890304461","https://openalex.org/W939691211","https://openalex.org/W1662894842","https://openalex.org/W1995972800","https://openalex.org/W2009678220","https://openalex.org/W2022485595","https://openalex.org/W2068411105","https://openalex.org/W2102365077","https://openalex.org/W2104017154","https://openalex.org/W2123541507","https://openalex.org/W2123808725","https://openalex.org/W2125899728","https://openalex.org/W2136827689","https://openalex.org/W2146446525","https://openalex.org/W2152195021","https://openalex.org/W2153654820","https://openalex.org/W2517908245","https://openalex.org/W2531108548","https://openalex.org/W2563621803","https://openalex.org/W2567327143","https://openalex.org/W2606294877","https://openalex.org/W2625776493","https://openalex.org/W2762996449","https://openalex.org/W2764251381","https://openalex.org/W2766133347","https://openalex.org/W2888338796","https://openalex.org/W2965044785","https://openalex.org/W2987257425","https://openalex.org/W3041654307","https://openalex.org/W3088471136","https://openalex.org/W3123270512","https://openalex.org/W3163994774","https://openalex.org/W3180368194","https://openalex.org/W3199466527","https://openalex.org/W3203014616","https://openalex.org/W3205373220","https://openalex.org/W4211154164","https://openalex.org/W4288064756","https://openalex.org/W4311403343","https://openalex.org/W4313368078","https://openalex.org/W4313530535","https://openalex.org/W4319661915","https://openalex.org/W4321214511","https://openalex.org/W4324367523"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2950423922","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2132113279","https://openalex.org/W2368795850","https://openalex.org/W2113224065"],"abstract_inverted_index":{"Abstract":[0],"To":[1],"counterbalance":[2],"the":[3,37,51,68,75,81,93,96],"abilities":[4,79],"of":[5,11,46,54,71,80,95],"global":[6],"exploration":[7,78],"and":[8,13,77],"local":[9],"exploitation":[10,76],"algorithm":[12],"enhance":[14],"its":[15],"comprehensive":[16],"performance,":[17],"a":[18,24,42,84],"multi-objective":[19],"particle":[20],"swarm":[21],"optimization":[22,52],"with":[23,67,120],"competitive":[25,85],"hybrid":[26,86],"learning":[27,87],"strategy":[28,45,62,88,110],"(CHLMOPSO)":[29],"is":[30,63,89,111,118],"put":[31],"forward.":[32],"With":[33],"regards":[34],"to":[35,49,73,92,113],"this,":[36],"paper":[38],"first":[39],"puts":[40],"forward":[41],"derivative":[43],"treatment":[44],"personal":[47],"best":[48],"promote":[50],"ability":[53],"particles.":[55],"Next,":[56],"an":[57,106],"adaptive":[58],"flight":[59],"parameter":[60],"adjustment":[61],"designed":[64],"in":[65],"accordance":[66],"evolutionary":[69],"state":[70],"particles":[72,99],"equilibrate":[74],"algorithm.":[82],"Additionally,":[83],"presented.":[90],"According":[91],"outcomes":[94],"competition,":[97],"various":[98,102],"decide":[100],"on":[101,126],"updating":[103],"strategies.":[104],"Finally,":[105],"optimal":[107],"angle":[108],"distance":[109],"proposed":[112],"maintain":[114],"archive":[115],"effectively.":[116],"CHLMOPSO":[117,134],"compared":[119],"other":[121],"algorithms":[122],"through":[123],"simulation":[124],"experiments":[125],"22":[127],"benchmark":[128],"problems.":[129],"The":[130],"results":[131],"demonstrate":[132],"that":[133],"has":[135],"satisfactory":[136],"performance.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
