{"id":"https://openalex.org/W1986037969","doi":"https://doi.org/10.1109/cec.2012.6256499","title":"Multi-hive artificial bee colony algorithm for constrained multi-objective optimization","display_name":"Multi-hive artificial bee colony algorithm for constrained multi-objective optimization","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W1986037969","doi":"https://doi.org/10.1109/cec.2012.6256499","mag":"1986037969"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6256499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-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/A5100396858","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0003-3218-1398"},"institutions":[{"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":true,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Key Laboratory of Industrial Informatics, Chinese Academy of Sciences, Beijing, China","Key Laboratory of Industrial Informatics, Chinese Academy of Sciences, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Industrial Informatics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Key Laboratory of Industrial Informatics, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114929525","display_name":"Yunlong Zhu","orcid":"https://orcid.org/0000-0003-1736-8285"},"institutions":[{"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"]},{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Zhu","raw_affiliation_strings":["Key Laboratory of Industrial Informatics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Industrial Informatics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101427643","display_name":"Xiaohui Yan","orcid":"https://orcid.org/0000-0003-0795-9321"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"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":"Xiaohui Yan","raw_affiliation_strings":["Shenyang Institute of Automation Chinese Academy of Sciences, Shenyang, Liaoning, CN"],"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Automation Chinese Academy of Sciences, Shenyang, Liaoning, CN","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100396858"],"corresponding_institution_ids":["https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":1.326,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.83044612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9944000244140625,"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/sorting","display_name":"Sorting","score":0.6144554615020752},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5983410477638245},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5917388796806335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5865482687950134},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.553334653377533},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5256724953651428},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4785747826099396},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.45676660537719727},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.44842982292175293},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.42895251512527466},{"id":"https://openalex.org/keywords/coevolution","display_name":"Coevolution","score":0.418900728225708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3701191246509552},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3247406482696533},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19534078240394592},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07644423842430115}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.6144554615020752},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5983410477638245},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5917388796806335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5865482687950134},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.553334653377533},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5256724953651428},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4785747826099396},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.45676660537719727},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.44842982292175293},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.42895251512527466},{"id":"https://openalex.org/C33009525","wikidata":"https://www.wikidata.org/wiki/Q208841","display_name":"Coevolution","level":2,"score":0.418900728225708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3701191246509552},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3247406482696533},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19534078240394592},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07644423842430115},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2012.6256499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"mag:2463211474","is_oa":false,"landing_page_url":"http://www.irgrid.ac.cn/handle/1471x/509297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W181374404","https://openalex.org/W1480428252","https://openalex.org/W1553373771","https://openalex.org/W1585939719","https://openalex.org/W1588375755","https://openalex.org/W1607022282","https://openalex.org/W1978666906","https://openalex.org/W2020686157","https://openalex.org/W2045627871","https://openalex.org/W2053900989","https://openalex.org/W2075745702","https://openalex.org/W2090537542","https://openalex.org/W2098477891","https://openalex.org/W2102625537","https://openalex.org/W2126105956","https://openalex.org/W2133738572","https://openalex.org/W2134816084","https://openalex.org/W2136017933","https://openalex.org/W2144317842","https://openalex.org/W2165171393","https://openalex.org/W2287814884","https://openalex.org/W6628770400","https://openalex.org/W6635097213"],"related_works":["https://openalex.org/W4308415747","https://openalex.org/W2795361474","https://openalex.org/W2161494499","https://openalex.org/W1966574952","https://openalex.org/W1998645161","https://openalex.org/W2986015160","https://openalex.org/W2414001367","https://openalex.org/W1967339272","https://openalex.org/W2011590156","https://openalex.org/W2241693335"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,79,119],"general":[4],"cooperative":[5],"coevolution":[6,17],"model":[7],"inspired":[8,90],"by":[9],"the":[10,16,69,72],"concept":[11],"and":[12,51,106,122],"main":[13],"ideas":[14],"of":[15,18,71,76,81],"symbiotic":[19],"species":[20],"in":[21,56],"natural":[22,63],"ecosystems.":[23],"A":[24,43],"novel":[25,44],"approach":[26,117],"called":[27],"\u201cmulti-hive":[28],"artificial":[29,95],"bee":[30,96],"colony\u201d":[31],"for":[32,125],"constrained":[33,126],"multi-objective":[34,94,107,127],"optimization":[35,110,123],"(MHABC-CMO)":[36],"is":[37,118],"proposed":[38,55],"based":[39],"on":[40,78],"this":[41],"model.":[42],"information":[45],"transfer":[46],"strategy":[47],"among":[48],"multiple":[49],"swarms":[50],"division":[52],"operator":[53],"are":[54,85],"MHABC-CMO":[57,77,116],"to":[58,62],"tie":[59],"it":[60],"closer":[61],"evolution,":[64],"as":[65,67],"well":[66],"improve":[68],"robustness":[70],"algorithm.":[73],"Simulation":[74],"experiment":[75],"set":[80],"benchmark":[82],"test":[83],"functions":[84],"compared":[86],"with":[87],"other":[88],"nature":[89],"techniques":[91],"which":[92],"includes":[93],"colony":[97],"(MOABC),":[98],"nondominated":[99],"sorting":[100],"genetic":[101],"algorithm":[102],"II":[103],"(NSGA":[104],"II)":[105],"particle":[108],"swarm":[109],"(MOPSO).":[111],"The":[112],"numerical":[113],"results":[114],"demonstrate":[115],"powerful":[120],"search":[121],"technique":[124],"optimization.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
