{"id":"https://openalex.org/W2737170242","doi":"https://doi.org/10.1109/cybconf.2017.7985789","title":"Migration Effect of Hierarchical Multi-Population Genetic Algorithm","display_name":"Migration Effect of Hierarchical Multi-Population Genetic Algorithm","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2737170242","doi":"https://doi.org/10.1109/cybconf.2017.7985789","mag":"2737170242"},"language":"en","primary_location":{"id":"doi:10.1109/cybconf.2017.7985789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2017.7985789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 3rd IEEE International Conference on Cybernetics (CYBCONF)","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/A5057105630","display_name":"Tzung\u2010Pei Hong","orcid":"https://orcid.org/0000-0001-7305-6492"},"institutions":[{"id":"https://openalex.org/I192168892","display_name":"National University of Kaohsiung","ror":"https://ror.org/013zjb662","country_code":"TW","type":"education","lineage":["https://openalex.org/I192168892"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Tzung-Pei Hong","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National University of Kaohsiung, Taiwan, Kaohsiung"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National University of Kaohsiung, Taiwan, Kaohsiung","institution_ids":["https://openalex.org/I192168892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101005822","display_name":"Yuan-Ching Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yuan-Ching Peng","raw_affiliation_strings":["Department of Computer Science and Engineering, National Sun Yat-Sen University, Taiwan, Kaohsiung"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Sun Yat-Sen University, Taiwan, Kaohsiung","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032504698","display_name":"Wen-Yang Lin","orcid":"https://orcid.org/0000-0003-3462-7744"},"institutions":[{"id":"https://openalex.org/I192168892","display_name":"National University of Kaohsiung","ror":"https://ror.org/013zjb662","country_code":"TW","type":"education","lineage":["https://openalex.org/I192168892"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Yang Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National University of Kaohsiung, Taiwan, Kaohsiung"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National University of Kaohsiung, Taiwan, Kaohsiung","institution_ids":["https://openalex.org/I192168892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051734633","display_name":"Shyue-Liang Wang","orcid":"https://orcid.org/0000-0001-9197-4350"},"institutions":[{"id":"https://openalex.org/I192168892","display_name":"National University of Kaohsiung","ror":"https://ror.org/013zjb662","country_code":"TW","type":"education","lineage":["https://openalex.org/I192168892"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shyue-Liang Wang","raw_affiliation_strings":["Department of Information Management, National University of Kaohsiung, Taiwan, Kaohsiung"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National University of Kaohsiung, Taiwan, Kaohsiung","institution_ids":["https://openalex.org/I192168892"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057105630"],"corresponding_institution_ids":["https://openalex.org/I192168892"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08767934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"69","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.996399998664856,"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":0.9952999949455261,"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/computer-science","display_name":"Computer science","score":0.7639948129653931},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7192563414573669},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.7081969976425171},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6284973621368408},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6086822152137756},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.4224243760108948},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41783928871154785},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3317023515701294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26513826847076416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14358371496200562},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10143765807151794},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.05426305532455444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7639948129653931},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7192563414573669},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.7081969976425171},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6284973621368408},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6086822152137756},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.4224243760108948},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41783928871154785},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3317023515701294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26513826847076416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14358371496200562},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10143765807151794},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.05426305532455444},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cybconf.2017.7985789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2017.7985789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 3rd IEEE International Conference on Cybernetics (CYBCONF)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7400000095367432,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W132676638","https://openalex.org/W1529042793","https://openalex.org/W1990880834","https://openalex.org/W2032868494","https://openalex.org/W2033992696","https://openalex.org/W2061438946","https://openalex.org/W2081291675","https://openalex.org/W2089501235","https://openalex.org/W2145479420","https://openalex.org/W2152195021","https://openalex.org/W2168081761","https://openalex.org/W2619347079","https://openalex.org/W6605442218"],"related_works":["https://openalex.org/W2789681586","https://openalex.org/W2794361564","https://openalex.org/W4243392960","https://openalex.org/W3156820950","https://openalex.org/W4232791346","https://openalex.org/W2971069100","https://openalex.org/W2504553392","https://openalex.org/W2331509522","https://openalex.org/W2937748796","https://openalex.org/W2135210976"],"abstract_inverted_index":{"This":[0],"Metaheuristics":[1],"are":[2,66],"easy":[3],"to":[4,37,43],"use":[5],"and":[6,61,73],"usually":[7],"get":[8],"good":[9],"solutions":[10],"for":[11,69],"complex":[12],"problems.":[13],"There":[14],"were":[15],"many":[16],"approaches":[17],"proposed":[18,30,77],"in":[19,55,91],"improving":[20],"the":[21,24,27,39,56,71,76,81,88,92],"performance":[22],"of":[23,35,75],"metaheuristics.":[25],"In":[26,47],"past,":[28],"we":[29,50],"a":[31],"hierarchical":[32,57,93],"execution":[33],"architecture":[34,60,96],"GA":[36],"shorten":[38],"generation":[40],"number":[41],"needed":[42],"find":[44],"final":[45],"solutions.":[46],"this":[48],"paper,":[49],"embed":[51],"different":[52],"migration":[53,78,89],"mechanisms":[54],"sub-":[58,94],"population":[59,95],"compare":[62],"their":[63],"performance.":[64],"Experiments":[65],"also":[67],"made":[68],"verifying":[70],"effectiveness":[72],"efficiency":[74],"mechanisms.":[79],"From":[80],"experimental":[82],"results,":[83],"it":[84],"is":[85],"found":[86],"that":[87],"mechanism":[90],"could":[97],"improve":[98],"solution":[99],"quality.":[100]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}