{"id":"https://openalex.org/W2752675875","doi":"https://doi.org/10.1007/s00500-017-2810-5","title":"Swarm intelligence: past, present and future","display_name":"Swarm intelligence: past, present and future","publication_year":2017,"publication_date":"2017-09-05","ids":{"openalex":"https://openalex.org/W2752675875","doi":"https://doi.org/10.1007/s00500-017-2810-5","mag":"2752675875"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-017-2810-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-017-2810-5","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1804.07999","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xin-She Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I60488453","display_name":"Middlesex University","ror":"https://ror.org/01rv4p989","country_code":"GB","type":"education","lineage":["https://openalex.org/I60488453"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Xin-She Yang","raw_affiliation_strings":["School of Science and Technology, Middlesex University, London, NW4 4BT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Middlesex University, London, NW4 4BT, UK","institution_ids":["https://openalex.org/I60488453"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Suash Deb","orcid":null},"institutions":[{"id":"https://openalex.org/I112700253","display_name":"Ranchi University","ror":"https://ror.org/01hcvr073","country_code":"IN","type":"education","lineage":["https://openalex.org/I112700253"]},{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU","IN"],"is_corresponding":false,"raw_author_name":"Suash Deb","raw_affiliation_strings":["Distinguished Professorial Associate, Decision Sciences and Modelling Program, Victoria University, Melbourne, Australia","IT & Educational Consultant, Ranchi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distinguished Professorial Associate, Decision Sciences and Modelling Program, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]},{"raw_affiliation_string":"IT & Educational Consultant, Ranchi, India","institution_ids":["https://openalex.org/I112700253"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yu-Xin Zhao","orcid":null},"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":"Yu-Xin Zhao","raw_affiliation_strings":["College of Automation, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Simon Fong","orcid":null},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Simon Fong","raw_affiliation_strings":["Department of Computer and Information Sciences, University of Macau, Macau, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xingshi He","orcid":null},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingshi He","raw_affiliation_strings":["College of Science, Xi\u2019an Polytechnic University, No. 19 Jinhua South Road, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, Xi\u2019an Polytechnic University, No. 19 Jinhua South Road, Xi\u2019an, China","institution_ids":["https://openalex.org/I27599042"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60488453"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":6.3638,"has_fulltext":false,"cited_by_count":113,"citation_normalized_percentile":{"value":0.97000195,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"22","issue":"18","first_page":"5923","last_page":"5933"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.7404999732971191,"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":0.7404999732971191,"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/T10320","display_name":"Neural Networks and Applications","score":0.06549999862909317,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.020500000566244125,"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-intelligence","display_name":"Swarm intelligence","score":0.675000011920929},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5221999883651733},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.43529999256134033},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.428600013256073},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.3837999999523163},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.36649999022483826},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.31949999928474426}],"concepts":[{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.675000011920929},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6559000015258789},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5221999883651733},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.43529999256134033},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.428600013256073},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.3837999999523163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3732999861240387},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3513000011444092},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3068000078201294},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.2994000017642975},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2872999906539917},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C2993955422","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Science and engineering","level":2,"score":0.26190000772476196},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.25130000710487366}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00500-017-2810-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-017-2810-5","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1804.07999","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.07999","pdf_url":"https://arxiv.org/pdf/1804.07999","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1804.07999","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.07999","pdf_url":"https://arxiv.org/pdf/1804.07999","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W194202718","https://openalex.org/W280536263","https://openalex.org/W659097678","https://openalex.org/W1595159159","https://openalex.org/W1971297559","https://openalex.org/W1974330875","https://openalex.org/W1981190486","https://openalex.org/W1985532792","https://openalex.org/W1991359419","https://openalex.org/W2003890325","https://openalex.org/W2004617458","https://openalex.org/W2028261435","https://openalex.org/W2040409426","https://openalex.org/W2040847119","https://openalex.org/W2044587647","https://openalex.org/W2063036189","https://openalex.org/W2077215180","https://openalex.org/W2078551005","https://openalex.org/W2085080956","https://openalex.org/W2085472386","https://openalex.org/W2086622126","https://openalex.org/W2096147207","https://openalex.org/W2117686378","https://openalex.org/W2124221042","https://openalex.org/W2126554879","https://openalex.org/W2127677147","https://openalex.org/W2132366653","https://openalex.org/W2143978378","https://openalex.org/W2146439308","https://openalex.org/W2151554678","https://openalex.org/W2152195021","https://openalex.org/W2153351685","https://openalex.org/W2153879578","https://openalex.org/W2163510721","https://openalex.org/W2167325880","https://openalex.org/W2169245194","https://openalex.org/W2170942875","https://openalex.org/W2202633057","https://openalex.org/W2209453908","https://openalex.org/W2213244149","https://openalex.org/W2303472634","https://openalex.org/W2334415293","https://openalex.org/W2337358464","https://openalex.org/W2396802700","https://openalex.org/W2439335642","https://openalex.org/W2493355145","https://openalex.org/W2515050134","https://openalex.org/W2526272110","https://openalex.org/W2567500619","https://openalex.org/W2576324142","https://openalex.org/W2589586594","https://openalex.org/W2623324491","https://openalex.org/W4245183779","https://openalex.org/W4246438277"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2017-09-15T00:00:00"}
