{"id":"https://openalex.org/W3048358333","doi":"https://doi.org/10.1155/2020/6858541","title":"Dynamic Multi-Swarm Differential Learning Quantum Bird Swarm Algorithm and Its Application in Random Forest Classification Model","display_name":"Dynamic Multi-Swarm Differential Learning Quantum Bird Swarm Algorithm and Its Application in Random Forest Classification Model","publication_year":2020,"publication_date":"2020-08-07","ids":{"openalex":"https://openalex.org/W3048358333","doi":"https://doi.org/10.1155/2020/6858541","mag":"3048358333","pmid":"https://pubmed.ncbi.nlm.nih.gov/32831819"},"language":"en","primary_location":{"id":"doi:10.1155/2020/6858541","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/6858541","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/6858541.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2020/6858541.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101966635","display_name":"Jiangnan Zhang","orcid":"https://orcid.org/0000-0002-1253-9754"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangnan Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, Hebei University of Technology, Tianjin 300401, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Hebei University of Technology, Tianjin 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068081929","display_name":"Kewen Xia","orcid":"https://orcid.org/0000-0003-3968-481X"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kewen Xia","raw_affiliation_strings":["School of Electronic and Information Engineering, Hebei University of Technology, Tianjin 300401, China"],"raw_orcid":"https://orcid.org/0000-0003-3968-481X","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Hebei University of Technology, Tianjin 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039263041","display_name":"Ziping He","orcid":"https://orcid.org/0000-0003-4902-5690"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziping He","raw_affiliation_strings":["School of Electronic and Information Engineering, Hebei University of Technology, Tianjin 300401, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Hebei University of Technology, Tianjin 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026342269","display_name":"Shurui Fan","orcid":"https://orcid.org/0000-0002-0091-4182"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shurui Fan","raw_affiliation_strings":["School of Electronic and Information Engineering, Hebei University of Technology, Tianjin 300401, China"],"raw_orcid":"https://orcid.org/0000-0002-0091-4182","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Hebei University of Technology, Tianjin 300401, China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068081929"],"corresponding_institution_ids":["https://openalex.org/I184843921"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":1.2241,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84232449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9979000091552734,"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":0.9979000091552734,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9621999859809875,"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/swarm-behaviour","display_name":"Swarm behaviour","score":0.92340087890625},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.6524749994277954},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.632770299911499},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.6087219715118408},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6031607389450073},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5730977654457092},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5284801721572876},{"id":"https://openalex.org/keywords/foraging","display_name":"Foraging","score":0.4644162058830261},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4444844722747803},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.4324502646923065},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.42355281114578247},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3825696110725403},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37281399965286255},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22934165596961975},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12358319759368896},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0709809958934784}],"concepts":[{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.92340087890625},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.6524749994277954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.632770299911499},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.6087219715118408},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6031607389450073},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5730977654457092},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5284801721572876},{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.4644162058830261},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4444844722747803},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.4324502646923065},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.42355281114578247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3825696110725403},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37281399965286255},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22934165596961975},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12358319759368896},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0709809958934784},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002965","descriptor_name":"Classification","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D032701","descriptor_name":"Biomimetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1155/2020/6858541","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/6858541","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/6858541.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:32831819","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32831819","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:12a8106ef6134ff3a1067786bfa8954a","is_oa":true,"landing_page_url":"https://doaj.org/article/12a8106ef6134ff3a1067786bfa8954a","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":"Computational Intelligence and Neuroscience, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2020/6858541","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/6858541","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7428961","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7428961","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2020/6858541","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/6858541","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/6858541.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G1947053312","display_name":null,"funder_award_id":"19210404D","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G2188492692","display_name":null,"funder_award_id":"201801335014","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G2719011544","display_name":null,"funder_award_id":"U1813222","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G3109117999","display_name":null,"funder_award_id":"20351802D","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3404147324","display_name":null,"funder_award_id":"U1813222","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3510186716","display_name":null,"funder_award_id":"18JCYBJC16500","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G3871987228","display_name":null,"funder_award_id":"19210404D","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5138815421","display_name":null,"funder_award_id":"20351802D","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G5277919847","display_name":null,"funder_award_id":"ZD2019010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5334825705","display_name":null,"funder_award_id":"U1813222","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G5466583961","display_name":null,"funder_award_id":"20351802D","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G6763048608","display_name":null,"funder_award_id":"18JCYBJC16500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7348079462","display_name":null,"funder_award_id":"201801335014","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G7413790895","display_name":null,"funder_award_id":"ZD2019010","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G7691742008","display_name":null,"funder_award_id":"18JCYBJC16500","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G7836033252","display_name":null,"funder_award_id":"19210404D","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G7960329232","display_name":null,"funder_award_id":"201801335014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8970559264","display_name":null,"funder_award_id":"ZD2019010","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3048358333.pdf","grobid_xml":"https://content.openalex.org/works/W3048358333.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1573037472","https://openalex.org/W1837099904","https://openalex.org/W1973724577","https://openalex.org/W1974704788","https://openalex.org/W1998651867","https://openalex.org/W2005614060","https://openalex.org/W2043224889","https://openalex.org/W2049666473","https://openalex.org/W2061438946","https://openalex.org/W2062797692","https://openalex.org/W2100883150","https://openalex.org/W2115133509","https://openalex.org/W2118425782","https://openalex.org/W2156104108","https://openalex.org/W2237685256","https://openalex.org/W2290883490","https://openalex.org/W2298459670","https://openalex.org/W2502174381","https://openalex.org/W2556794315","https://openalex.org/W2585392941","https://openalex.org/W2764281603","https://openalex.org/W2766177067","https://openalex.org/W2888224868","https://openalex.org/W2937708754","https://openalex.org/W2947683354","https://openalex.org/W2983873840","https://openalex.org/W2998553334"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W1527337688","https://openalex.org/W2399799070","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W3089846858","https://openalex.org/W4304182880","https://openalex.org/W3012322385","https://openalex.org/W2159541481"],"abstract_inverted_index":{"Bird":[0],"swarm":[1,7,16,44,59,82,98,110,198],"algorithm":[2,17,45,60,83,99,111,155,199],"is":[3,112],"one":[4],"of":[5,72,118,124,195],"the":[6,13,62,70,73,80,96,107,116,122,128,134,136,144,153,163,169,183,187,193,196,201],"intelligence":[8],"algorithms":[9,165],"proposed":[10,202],"recently.":[11],"However,":[12],"original":[14],"bird":[15,43,58,81,97,109,197],"has":[18],"some":[19],"drawbacks,":[20],"such":[21],"as":[22],"easy":[23],"to":[24,68,114,150,177,220],"fall":[25],"into":[26,95],"local":[27],"optimum":[28],"and":[29,61,121,143,156,161,166,200,217],"slow":[30],"convergence":[31],"speed.":[32],"To":[33],"overcome":[34],"these":[35],"short-comings,":[36],"a":[37,55,85,207],"dynamic":[38,56],"multi-swarm":[39,57],"differential":[40,63],"learning":[41,203],"quantum":[42,91],"which":[46,77],"combines":[47],"three":[48,188],"hybrid":[49],"strategies":[50,189],"was":[51,66,93,175],"established.":[52],"First,":[53],"establishing":[54],"evolution":[64],"strategy":[65],"adopted":[67],"enhance":[69],"randomness":[71],"foraging":[74],"behavior's":[75],"movement,":[76],"can":[78,190,205],"make":[79],"have":[84],"stronger":[86],"global":[87],"exploration":[88],"capability.":[89],"Next,":[90],"behavior":[92],"introduced":[94],"for":[100],"more":[101,208],"efficient":[102],"search":[103],"solution":[104],"space.":[105],"Then,":[106],"improved":[108,154],"used":[113],"optimize":[115],"number":[117,123],"decision":[119],"trees":[120],"predictor":[125],"variables":[126],"on":[127],"random":[129,171,210],"forest":[130,172,211],"classification":[131,173,212],"model.":[132],"In":[133],"experiment,":[135],"18":[137],"benchmark":[138],"functions,":[139,142],"30":[140],"CEC2014":[141],"8":[145],"UCI":[146],"datasets":[147],"are":[148,158],"tested":[149],"show":[151],"that":[152],"model":[157,174,213],"very":[159],"competitive":[160],"outperform":[162],"other":[164],"models.":[167],"Finally,":[168],"effective":[170],"applied":[176],"actual":[178],"oil":[179],"logging":[180],"prediction.":[181],"As":[182],"experimental":[184],"results":[185],"show,":[186],"significantly":[191],"boost":[192],"performance":[194],"scheme":[204],"guarantee":[206],"stable":[209],"with":[214],"higher":[215],"accuracy":[216],"efficiency":[218],"compared":[219],"others.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}