{"id":"https://openalex.org/W2091976608","doi":"https://doi.org/10.1109/is.2012.6335239","title":"A modified marriage in honey-bee optimization for multiobjective optimization problems","display_name":"A modified marriage in honey-bee optimization for multiobjective optimization problems","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W2091976608","doi":"https://doi.org/10.1109/is.2012.6335239","mag":"2091976608"},"language":"en","primary_location":{"id":"doi:10.1109/is.2012.6335239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2012.6335239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS","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/A5091154755","display_name":"Patcharawadee Poolsamran","orcid":null},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Patcharawadee Poolsamran","raw_affiliation_strings":["Computational Intelligence Laboratory, Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand","[Computational Intelligence Laboratory, Faculty of Information Technology, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok, Thailand]"],"affiliations":[{"raw_affiliation_string":"Computational Intelligence Laboratory, Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand","institution_ids":["https://openalex.org/I91538806"]},{"raw_affiliation_string":"[Computational Intelligence Laboratory, Faculty of Information Technology, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok, Thailand]","institution_ids":["https://openalex.org/I91538806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013367751","display_name":"Arit Thammano","orcid":"https://orcid.org/0000-0002-4317-7370"},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Arit Thammano","raw_affiliation_strings":["Computational Intelligence Laboratory, Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand","[Computational Intelligence Laboratory, Faculty of Information Technology, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok, Thailand]"],"affiliations":[{"raw_affiliation_string":"Computational Intelligence Laboratory, Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand","institution_ids":["https://openalex.org/I91538806"]},{"raw_affiliation_string":"[Computational Intelligence Laboratory, Faculty of Information Technology, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok, Thailand]","institution_ids":["https://openalex.org/I91538806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091154755"],"corresponding_institution_ids":["https://openalex.org/I91538806"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14768786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"338","last_page":"343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":1.0,"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":1.0,"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":0.9916999936103821,"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7001219391822815},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6387029886245728},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6372389197349548},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5794441103935242},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5339837074279785},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5249602794647217},{"id":"https://openalex.org/keywords/bees-algorithm","display_name":"Bees algorithm","score":0.5052514672279358},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4922608435153961},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.49105310440063477},{"id":"https://openalex.org/keywords/honey-bee","display_name":"Honey bee","score":0.48916056752204895},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.48642849922180176},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4325808882713318},{"id":"https://openalex.org/keywords/mating","display_name":"Mating","score":0.41573023796081543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41368764638900757},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36963343620300293},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2498331069946289},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15829426050186157},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11192965507507324},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08547106385231018}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7001219391822815},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6387029886245728},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6372389197349548},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5794441103935242},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5339837074279785},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5249602794647217},{"id":"https://openalex.org/C143574069","wikidata":"https://www.wikidata.org/wiki/Q3497720","display_name":"Bees algorithm","level":3,"score":0.5052514672279358},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4922608435153961},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.49105310440063477},{"id":"https://openalex.org/C2777907900","wikidata":"https://www.wikidata.org/wiki/Q102857","display_name":"Honey bee","level":2,"score":0.48916056752204895},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48642849922180176},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4325808882713318},{"id":"https://openalex.org/C514575182","wikidata":"https://www.wikidata.org/wiki/Q228395","display_name":"Mating","level":2,"score":0.41573023796081543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41368764638900757},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36963343620300293},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2498331069946289},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15829426050186157},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11192965507507324},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08547106385231018},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/is.2012.6335239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2012.6335239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1559956479","https://openalex.org/W1957430778","https://openalex.org/W1957692442","https://openalex.org/W2019369608","https://openalex.org/W2021473921","https://openalex.org/W2056540816","https://openalex.org/W2083145224","https://openalex.org/W2121365620","https://openalex.org/W2125899728","https://openalex.org/W2126105956","https://openalex.org/W2140066605","https://openalex.org/W2994964425","https://openalex.org/W4285719527","https://openalex.org/W6680838134","https://openalex.org/W6771627385"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4247925126","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W2962996846","https://openalex.org/W2184033094"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,109],"modified":[4],"marriage":[5,17],"in":[6,18,112],"honey-bee":[7,19],"optimization":[8,12],"for":[9],"solving":[10],"multiobjective":[11],"problems.":[13],"Unlike":[14],"the":[15,21,25,48,51,53,59,76,79,85,93,100,103,113,115,124,131,147,153,169,177,190,194],"original":[16],"optimization,":[20],"proposed":[22,135,170],"algorithm":[23,136,171],"divides":[24],"objective":[26],"space":[27],"into":[28],"several":[29],"colonies,":[30],"each":[31,41],"of":[32,40,50,55,61,102,185,193],"which":[33],"has":[34,137,182],"its":[35],"own":[36],"queen.":[37],"The":[38,64,120,134,158],"fitness":[39,69],"solution":[42],"is":[43,118,172],"based":[44],"on":[45,161],"3":[46],"parameters:":[47],"size":[49],"colony,":[52],"number":[54,60],"dominating":[56],"solutions,":[57,186],"and":[58,140,152,181],"dominated":[62],"solutions.":[63],"nondominated":[65,154],"solutions":[66],"with":[67,128,189],"highest":[68],"values":[70],"are":[71,81,90],"preferentially":[72],"assigned":[73,82,91],"to":[74,83,92,96,107,126,142,174,176],"be":[75,84],"queens":[77,101],"while":[78],"rest":[80],"drones.":[86],"Next,":[87],"all":[88],"drones":[89,129],"colony":[94],"according":[95],"their":[97],"distances":[98],"from":[99,130],"colonies.":[104,133],"In":[105],"order":[106],"maximize":[108],"genetic":[110,156],"variance":[111],"population,":[114],"multiple":[116,121],"mating":[117,122],"used.":[119],"requires":[123],"queen":[125],"mate":[127],"other":[132],"been":[138],"evaluated":[139],"compared":[141,188],"two":[143,195],"state-of-the-art":[144,196],"metaheuristic":[145],"algorithms:":[146],"Pareto":[148,179],"archived":[149],"evolution":[150],"strategy":[151],"sorting":[155],"algorithm.":[157],"experimental":[159],"results":[160,192],"5":[162],"different":[163],"ZDT":[164],"benchmark":[165],"functions":[166],"illustrate":[167],"that":[168],"able":[173],"converge":[175],"true":[178],"fronts":[180],"better":[183],"spread":[184],"as":[187],"published":[191],"algorithms.":[197]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}