{"id":"https://openalex.org/W2100283509","doi":"https://doi.org/10.1109/cec.2011.5949635","title":"Advanced genetic algorithm to solve MINLP problems over GPU","display_name":"Advanced genetic algorithm to solve MINLP problems over GPU","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2100283509","doi":"https://doi.org/10.1109/cec.2011.5949635","mag":"2100283509"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","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/A5101843778","display_name":"Asim Munawar","orcid":"https://orcid.org/0000-0002-9101-9545"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Asim Munawar","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","Graduate School of Information Science & Technology, Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]},{"raw_affiliation_string":"Graduate School of Information Science & Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002208999","display_name":"Mohamed Wahib","orcid":"https://orcid.org/0000-0002-7165-2095"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mohamed Wahib","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","Graduate School of Information Science & Technology, Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]},{"raw_affiliation_string":"Graduate School of Information Science & Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087706095","display_name":"Masaharu Munetomo","orcid":"https://orcid.org/0000-0002-5750-9217"},"institutions":[{"id":"https://openalex.org/I159165171","display_name":"Hokkaido Information University","ror":"https://ror.org/00nyxpe17","country_code":"JP","type":"education","lineage":["https://openalex.org/I159165171"]},{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaharu Munetomo","raw_affiliation_strings":["Information Systems Design Laboratory, Information Initiative Center, Hokkaido University, Sapporo, Japan","[Information Systems Design Laboratory, Information Initiative Center, Hokkaido University, Sapporo, Japan]"],"affiliations":[{"raw_affiliation_string":"Information Systems Design Laboratory, Information Initiative Center, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I159165171","https://openalex.org/I205349734"]},{"raw_affiliation_string":"[Information Systems Design Laboratory, Information Initiative Center, Hokkaido University, Sapporo, Japan]","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112002649","display_name":"Kiyoshi Akama","orcid":null},"institutions":[{"id":"https://openalex.org/I159165171","display_name":"Hokkaido Information University","ror":"https://ror.org/00nyxpe17","country_code":"JP","type":"education","lineage":["https://openalex.org/I159165171"]},{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kiyoshi Akama","raw_affiliation_strings":["Information Systems Design Laboratory, Information Initiative Center, Hokkaido University, Sapporo, Japan","[Information Systems Design Laboratory, Information Initiative Center, Hokkaido University, Sapporo, Japan]"],"affiliations":[{"raw_affiliation_string":"Information Systems Design Laboratory, Information Initiative Center, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I159165171","https://openalex.org/I205349734"]},{"raw_affiliation_string":"[Information Systems Design Laboratory, Information Initiative Center, Hokkaido University, Sapporo, Japan]","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101843778"],"corresponding_institution_ids":["https://openalex.org/I205349734"],"apc_list":null,"apc_paid":null,"fwci":5.9861,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96201797,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"318","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9988999962806702,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.8026705384254456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7995792627334595},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.6222672462463379},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.5891247987747192},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.5407964587211609},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5144248604774475},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4656658172607422},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.12346145510673523}],"concepts":[{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.8026705384254456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7995792627334595},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.6222672462463379},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.5891247987747192},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.5407964587211609},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5144248604774475},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4656658172607422},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.12346145510673523},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2011.5949635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W158411109","https://openalex.org/W225560312","https://openalex.org/W1518978513","https://openalex.org/W1968402160","https://openalex.org/W1974361763","https://openalex.org/W1985153141","https://openalex.org/W1987332259","https://openalex.org/W1996587137","https://openalex.org/W2007008498","https://openalex.org/W2011281319","https://openalex.org/W2016436718","https://openalex.org/W2042235527","https://openalex.org/W2042853028","https://openalex.org/W2050045401","https://openalex.org/W2095595785","https://openalex.org/W2096218963","https://openalex.org/W2100645906","https://openalex.org/W2129596357","https://openalex.org/W2153669932","https://openalex.org/W2154924822","https://openalex.org/W2159899916","https://openalex.org/W2166797227","https://openalex.org/W2186110056","https://openalex.org/W2481777865","https://openalex.org/W2574717559","https://openalex.org/W4240589876","https://openalex.org/W6686433102","https://openalex.org/W7015393337"],"related_works":["https://openalex.org/W2983282793","https://openalex.org/W2317245370","https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W4249323025","https://openalex.org/W198851386","https://openalex.org/W2030310580","https://openalex.org/W1980160788","https://openalex.org/W2153506571","https://openalex.org/W3104348697"],"abstract_inverted_index":{"In":[0,51,129],"this":[1,52,78,94,130,143],"paper":[2,53,79],"we":[3,54,132,186],"propose":[4],"a":[5,33,61,150,189],"many-core":[6],"implementation":[7,59],"of":[8,60,93,102,109,142,191],"evolutionary":[9],"computation":[10],"for":[11,77,183],"GPGPU":[12],"(General-Purpose":[13],"Graphic":[14],"Processing":[15],"Unit)":[16],"to":[17,45,85,105,145,193,200],"solve":[18,146],"non-convex":[19,26],"Mixed":[20],"Integer":[21],"Non-Linear":[22],"Programming":[23,29],"(MINLP)":[24],"and":[25,136,167,198],"Non":[27],"Linear":[28],"(NLP)":[30],"problems":[31,185],"using":[32,153],"stochastic":[34,62,74],"algorithm.":[35],"Stochastic":[36],"algorithms":[37],"being":[38],"random":[39],"in":[40,58,140],"their":[41],"behavior":[42],"are":[43],"difficult":[44,184],"implement":[46],"over":[47,64,70,149,175],"GPU":[48,65,152],"like":[49],"architectures.":[50],"not":[55],"only":[56],"succeed":[57],"algorithm":[63,75,87,144,174],"but":[66],"show":[67,181],"considerable":[68],"speedups":[69],"CPU":[71],"implementations.":[72],"The":[73,96],"considered":[76],"is":[80,117],"an":[81,176],"adaptive":[82,123],"resolution":[83,124],"approach":[84],"genetic":[86,111],"(arGA),":[88],"developed":[89],"by":[90,120,171],"the":[91,99,107,110,134,173],"authors":[92],"paper.":[95],"technique":[97],"uses":[98],"entropy":[100],"measure":[101],"each":[103],"variable":[104],"adjust":[106],"intensity":[108],"search":[112,126],"around":[113],"promising":[114],"individuals.":[115],"Performance":[116],"further":[118],"improved":[119],"hybridization":[121],"with":[122,195,202],"local":[125],"(arLS)":[127],"operator.":[128],"paper,":[131],"describe":[133],"challenges":[135],"design":[137],"choices":[138],"involved":[139],"parallelization":[141],"complex":[147],"MINLPs":[148],"commodity":[151],"Compute":[154],"Unified":[155],"Device":[156],"Architecture":[157],"(CUDA)":[158],"programming":[159],"model.":[160],"Results":[161],"section":[162],"shows":[163],"several":[164],"numerical":[165],"tests":[166],"performance":[168],"measurements":[169],"obtained":[170],"running":[172],"nVidia":[177],"Fermi":[178],"GPU.":[179],"We":[180],"that":[182],"can":[187],"obtain":[188],"speedup":[190],"up":[192,199],"20x":[194],"double":[196],"precision":[197],"42x":[201],"single":[203],"precision.":[204]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
