{"id":"https://openalex.org/W4320029767","doi":"https://doi.org/10.3103/s0146411622060116","title":"An Improved Artificial Bee Colony Optimization Algorithm Based on Slime Mold and Marine Predator","display_name":"An Improved Artificial Bee Colony Optimization Algorithm Based on Slime Mold and Marine Predator","publication_year":2022,"publication_date":"2022-12-01","ids":{"openalex":"https://openalex.org/W4320029767","doi":"https://doi.org/10.3103/s0146411622060116"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411622060116","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411622060116","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100766931","display_name":"Liyi Zhang","orcid":"https://orcid.org/0000-0003-1209-5302"},"institutions":[{"id":"https://openalex.org/I110109458","display_name":"Tianjin University of Commerce","ror":"https://ror.org/02b6amy98","country_code":"CN","type":"education","lineage":["https://openalex.org/I110109458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyi Zhang","raw_affiliation_strings":["Information Engineering College, Tianjin University of Commerce, 300134, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Engineering College, Tianjin University of Commerce, 300134, Tianjin, China","institution_ids":["https://openalex.org/I110109458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036343264","display_name":"Jinyan Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I110109458","display_name":"Tianjin University of Commerce","ror":"https://ror.org/02b6amy98","country_code":"CN","type":"education","lineage":["https://openalex.org/I110109458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyan Tang","raw_affiliation_strings":["College of Science, Tianjin University of Commerce, 300134, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, Tianjin University of Commerce, 300134, Tianjin, China","institution_ids":["https://openalex.org/I110109458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418163","display_name":"Ting Liu","orcid":"https://orcid.org/0000-0003-1924-2600"},"institutions":[{"id":"https://openalex.org/I110109458","display_name":"Tianjin University of Commerce","ror":"https://ror.org/02b6amy98","country_code":"CN","type":"education","lineage":["https://openalex.org/I110109458"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ting Liu","raw_affiliation_strings":["Information Engineering College, Tianjin University of Commerce, 300134, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Engineering College, Tianjin University of Commerce, 300134, Tianjin, China","institution_ids":["https://openalex.org/I110109458"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089619906","display_name":"Zuochen Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I110109458","display_name":"Tianjin University of Commerce","ror":"https://ror.org/02b6amy98","country_code":"CN","type":"education","lineage":["https://openalex.org/I110109458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuochen Ren","raw_affiliation_strings":["College of Science, Tianjin University of Commerce, 300134, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, Tianjin University of Commerce, 300134, Tianjin, China","institution_ids":["https://openalex.org/I110109458"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100418163"],"corresponding_institution_ids":["https://openalex.org/I110109458"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14487798,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"56","issue":"6","first_page":"481","last_page":"493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9574999809265137,"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":0.9563000202178955,"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/slime-mold","display_name":"Slime mold","score":0.8248804211616516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7362508177757263},{"id":"https://openalex.org/keywords/predator","display_name":"Predator","score":0.5570995211601257},{"id":"https://openalex.org/keywords/enumeration","display_name":"Enumeration","score":0.44125208258628845},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4395506978034973},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.43813735246658325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.342279314994812},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.23553690314292908},{"id":"https://openalex.org/keywords/predation","display_name":"Predation","score":0.17697933316230774},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12342110276222229},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10692676901817322}],"concepts":[{"id":"https://openalex.org/C33682779","wikidata":"https://www.wikidata.org/wiki/Q949817","display_name":"Slime mold","level":2,"score":0.8248804211616516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7362508177757263},{"id":"https://openalex.org/C96857902","wikidata":"https://www.wikidata.org/wiki/Q2138108","display_name":"Predator","level":3,"score":0.5570995211601257},{"id":"https://openalex.org/C156340839","wikidata":"https://www.wikidata.org/wiki/Q2704791","display_name":"Enumeration","level":2,"score":0.44125208258628845},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4395506978034973},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.43813735246658325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.342279314994812},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.23553690314292908},{"id":"https://openalex.org/C188382862","wikidata":"https://www.wikidata.org/wiki/Q170430","display_name":"Predation","level":2,"score":0.17697933316230774},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12342110276222229},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10692676901817322},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411622060116","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411622060116","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2023718329","https://openalex.org/W2060623431","https://openalex.org/W2144317842","https://openalex.org/W2151554678","https://openalex.org/W2592972714","https://openalex.org/W2626756441","https://openalex.org/W2796901248","https://openalex.org/W2809064217","https://openalex.org/W2858821137","https://openalex.org/W2959207112","https://openalex.org/W3011104345","https://openalex.org/W3014974411","https://openalex.org/W3015376070","https://openalex.org/W3034427160","https://openalex.org/W3056359467","https://openalex.org/W3087146753","https://openalex.org/W3156766221","https://openalex.org/W3158580612","https://openalex.org/W3161924025","https://openalex.org/W3162119082","https://openalex.org/W3165848142","https://openalex.org/W3171165739","https://openalex.org/W3173038766"],"related_works":["https://openalex.org/W108845024","https://openalex.org/W4300125793","https://openalex.org/W2578985712","https://openalex.org/W2406961474","https://openalex.org/W2143566611","https://openalex.org/W2013740965","https://openalex.org/W588267724","https://openalex.org/W4297743441","https://openalex.org/W2952598754","https://openalex.org/W2026779193"],"abstract_inverted_index":{"Abstract":[0],"Artificial":[1],"bee":[2,39,74,129],"colony":[3,40],"(ABC)":[4],"algorithm":[5,41,123,147,162],"is":[6,62,124],"widely":[7],"used":[8],"in":[9,99,119,126],"optimization":[10,133],"problems":[11],"due":[12],"to":[13,31,50,82,97,106,131],"its":[14],"few":[15],"parameters":[16],"and":[17,29,46,78,92,156,163],"simple":[18],"structure.":[19],"However,":[20],"there":[21],"are":[22],"shortcomings":[23],"such":[24],"as":[25],"relatively":[26],"slow":[27],"convergence":[28,110,151,154],"easy":[30],"optimize":[32],"stagnation.":[33,134],"This":[34],"paper":[35],"proposes":[36],"an":[37],"artificial":[38],"based":[42],"on":[43],"slime":[44,58],"mold":[45,59],"marine":[47,121],"predators":[48],"(SMA-MPA-ABC)":[49],"overcome":[51],"the":[52,65,83,86,94,100,103,109,114,120,127,160],"insufficiency":[53],"of":[54,69,85,102,139],"ABC":[55,161,166],"algorithm.":[56],"The":[57,72,135],"foraging":[60],"strategy":[61],"introduced":[63,125],"into":[64],"neighborhood":[66],"search":[67,95,98],"process":[68],"employed":[70,73],"bees.":[71],"generates":[75,89],"positive":[76],"feedback":[77,80],"negative":[79],"according":[81],"size":[84],"food":[87],"concentration,":[88],"adaptive":[90],"weights,":[91],"adjusts":[93],"mode":[96],"direction":[101],"optimal":[104],"solution":[105],"speed":[107],"up":[108],"speed.":[111],"In":[112],"addition,":[113],"fish":[115],"gathering":[116],"device":[117],"effect":[118],"predator":[122],"scout":[128],"phase":[130],"avoid":[132],"simulation":[136],"experiment":[137],"results":[138],"15":[140],"benchmark":[141],"test":[142],"functions":[143],"show":[144],"that":[145],"SMA-MPA-ABC":[146],"has":[148],"a":[149],"faster":[150],"speed,":[152],"higher":[153],"accuracy,":[155],"better":[157],"stability":[158],"than":[159],"other":[164],"improved":[165],"algorithms.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
