{"id":"https://openalex.org/W2064875201","doi":"https://doi.org/10.1109/cec.2013.6557583","title":"Heterogeneous Multi-Population Cultural Algorithm","display_name":"Heterogeneous Multi-Population Cultural Algorithm","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2064875201","doi":"https://doi.org/10.1109/cec.2013.6557583","mag":"2064875201"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103382550","display_name":"Mohammad R. Raeesi N.","orcid":null},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad R. Raeesi N.","raw_affiliation_strings":["School of Computer Science, University of Windsor, Windsor, ON, Canada","[School of Computer Science University of Windsor Windsor, ON, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Windsor, Windsor, ON, Canada","institution_ids":["https://openalex.org/I74413500"]},{"raw_affiliation_string":"[School of Computer Science University of Windsor Windsor, ON, Canada]","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056407977","display_name":"Ziad Kobti","orcid":"https://orcid.org/0000-0001-9503-9730"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ziad Kobti","raw_affiliation_strings":["School of Computer Science, University of Windsor, Windsor, ON, Canada","[School of Computer Science University of Windsor Windsor, ON, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Windsor, Windsor, ON, Canada","institution_ids":["https://openalex.org/I74413500"]},{"raw_affiliation_string":"[School of Computer Science University of Windsor Windsor, ON, Canada]","institution_ids":["https://openalex.org/I74413500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74413500"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"292","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":1.0,"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":1.0,"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":0.9965000152587891,"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/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.8158823251724243},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.7035359144210815},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6695649027824402},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6518454551696777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6145796775817871},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6078107357025146},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5402331948280334},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5137590169906616},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.49562036991119385},{"id":"https://openalex.org/keywords/cultural-algorithm","display_name":"Cultural algorithm","score":0.4734753370285034},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4515865445137024},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.44536110758781433},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44355806708335876},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.4370783567428589},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3615465760231018},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.3187524676322937},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24795955419540405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21743616461753845},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10159781575202942},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07608842849731445},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.0737009346485138}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8158823251724243},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.7035359144210815},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6695649027824402},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6518454551696777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6145796775817871},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6078107357025146},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5402331948280334},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5137590169906616},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.49562036991119385},{"id":"https://openalex.org/C5536111","wikidata":"https://www.wikidata.org/wiki/Q5193250","display_name":"Cultural algorithm","level":4,"score":0.4734753370285034},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4515865445137024},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.44536110758781433},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44355806708335876},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.4370783567428589},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3615465760231018},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3187524676322937},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24795955419540405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21743616461753845},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10159781575202942},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07608842849731445},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.0737009346485138},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2013.6557583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W32172040","https://openalex.org/W47946015","https://openalex.org/W1497256448","https://openalex.org/W1576818901","https://openalex.org/W1595159159","https://openalex.org/W1879678483","https://openalex.org/W1967679601","https://openalex.org/W1969815715","https://openalex.org/W1980086813","https://openalex.org/W2032430077","https://openalex.org/W2036762380","https://openalex.org/W2051900931","https://openalex.org/W2060503105","https://openalex.org/W2074875023","https://openalex.org/W2089380635","https://openalex.org/W2091263562","https://openalex.org/W2097333415","https://openalex.org/W2108835301","https://openalex.org/W2122107228","https://openalex.org/W2144292463","https://openalex.org/W2155529731","https://openalex.org/W2162145193","https://openalex.org/W2170565219","https://openalex.org/W2408639249","https://openalex.org/W3098955026","https://openalex.org/W6639376729","https://openalex.org/W6681287729"],"related_works":["https://openalex.org/W2126796113","https://openalex.org/W2083844986","https://openalex.org/W2370815826","https://openalex.org/W2433057514","https://openalex.org/W2373436826","https://openalex.org/W2122059025","https://openalex.org/W2622661650","https://openalex.org/W1550474463","https://openalex.org/W2064875201","https://openalex.org/W1540804126"],"abstract_inverted_index":{"In":[0,58],"this":[1,59],"article,":[2],"a":[3,15,37,46,61,111,127,146],"new":[4,12],"architecture":[5,13,118],"for":[6],"Cultural":[7,123],"Algorithms":[8],"is":[9,23,36,65,119,131,143],"proposed.":[10],"The":[11,85,140,153],"incorporates":[14],"number":[16,112,147],"of":[17,39,92,113,138,148],"sub-populations":[18],"such":[19,184],"that":[20,156,185],"each":[21,34,55],"sub-population":[22,35],"designed":[24],"to":[25,30,67,79,103,109,133,167],"optimize":[26],"different":[27],"parameters.":[28,71],"According":[29],"the":[31,69,80,116,136,157,160,168,173,179,189],"assigned":[32],"parameters,":[33],"set":[38],"partial":[40,77,106],"solutions":[41,78],"which":[42,95],"are":[43],"managed":[44],"by":[45,100],"local":[47,101,128,161,175],"CA.":[48],"Local":[49,72],"CAs":[50,73,102],"do":[51],"not":[52],"communicate":[53],"with":[54],"other":[56],"directly.":[57],"architecture,":[60],"shared":[62],"belief":[63,81,86],"space":[64,82,87],"considered":[66],"record":[68,91],"best":[70,76,93],"send":[74],"their":[75,105],"every":[83],"generation.":[84],"then":[88],"updates":[89],"its":[90],"parameters":[94],"will":[96],"be":[97],"used":[98],"later":[99],"evaluate":[104],"solutions.":[107],"Due":[108],"incorporating":[110,172],"heterogeneous":[114],"sub-populations,":[115],"proposed":[117,132,141,174,180],"called":[120],"Heterogeneous":[121],"Multi-Population":[122],"Algorithm":[124],"(HMP-CA).":[125],"Additionally,":[126],"search":[129,162,176],"heuristic":[130,177],"speed":[134],"up":[135],"convergence":[137],"HMP-CA.":[139],"HMP-CA":[142,158,181],"evaluated":[144],"using":[145],"numerical":[149],"optimization":[150],"benchmark":[151],"functions.":[152],"results":[154,165],"show":[155],"without":[159],"offers":[163],"competitive":[164],"compared":[166],"state-of-the-art":[169,190],"methods":[170],"and":[171],"makes":[178],"more":[182],"efficient":[183],"it":[186],"outperforms":[187],"all":[188],"methods.":[191]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}