{"id":"https://openalex.org/W2016241907","doi":"https://doi.org/10.1109/cec.2010.5586286","title":"PUGACE, a cellular Evolutionary Algorithm framework on GPUs","display_name":"PUGACE, a cellular Evolutionary Algorithm framework on GPUs","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2016241907","doi":"https://doi.org/10.1109/cec.2010.5586286","mag":"2016241907"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5586286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"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/A5081293552","display_name":"Nicol\u00e1s Soca","orcid":null},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":true,"raw_author_name":"Nicolas Soca","raw_affiliation_strings":["Centro de C\u00e1lculo-Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, Montevideo, Uruguay","[Centro de C\u00e1lculo - Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, J. H. Reissig 575, Montevideo, Uruguay]"],"affiliations":[{"raw_affiliation_string":"Centro de C\u00e1lculo-Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]},{"raw_affiliation_string":"[Centro de C\u00e1lculo - Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, J. H. Reissig 575, Montevideo, Uruguay]","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032054226","display_name":"Jose Luis Blengio","orcid":null},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Jose Luis Blengio","raw_affiliation_strings":["Centro de C\u00e1lculo-Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, Montevideo, Uruguay","[Centro de C\u00e1lculo - Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, J. H. Reissig 575, Montevideo, Uruguay]"],"affiliations":[{"raw_affiliation_string":"Centro de C\u00e1lculo-Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]},{"raw_affiliation_string":"[Centro de C\u00e1lculo - Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, J. H. Reissig 575, Montevideo, Uruguay]","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091770128","display_name":"Mart\u00edn Pedemonte","orcid":"https://orcid.org/0000-0002-8348-0921"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Martin Pedemonte","raw_affiliation_strings":["Centro de C\u00e1lculo-Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, Montevideo, Uruguay","[Centro de C\u00e1lculo - Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, J. H. Reissig 575, Montevideo, Uruguay]"],"affiliations":[{"raw_affiliation_string":"Centro de C\u00e1lculo-Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]},{"raw_affiliation_string":"[Centro de C\u00e1lculo - Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, J. H. Reissig 575, Montevideo, Uruguay]","institution_ids":["https://openalex.org/I180910786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039665879","display_name":"Pablo Ezzatti","orcid":"https://orcid.org/0000-0002-2368-8907"},"institutions":[{"id":"https://openalex.org/I180910786","display_name":"Universidad de la Rep\u00fablica","ror":"https://ror.org/030bbe882","country_code":"UY","type":"education","lineage":["https://openalex.org/I180910786"]}],"countries":["UY"],"is_corresponding":false,"raw_author_name":"Pablo Ezzatti","raw_affiliation_strings":["Centro de C\u00e1lculo-Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, Montevideo, Uruguay","[Centro de C\u00e1lculo - Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, J. H. Reissig 575, Montevideo, Uruguay]"],"affiliations":[{"raw_affiliation_string":"Centro de C\u00e1lculo-Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, Montevideo, Uruguay","institution_ids":["https://openalex.org/I180910786"]},{"raw_affiliation_string":"[Centro de C\u00e1lculo - Instituto de Computaci\u00f3n, Universidad de la Rep\u00fablica, J. H. Reissig 575, Montevideo, Uruguay]","institution_ids":["https://openalex.org/I180910786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081293552"],"corresponding_institution_ids":["https://openalex.org/I180910786"],"apc_list":null,"apc_paid":null,"fwci":5.4125,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95447872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"23","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":0.9995999932289124,"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":0.9995999932289124,"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":0.9995999932289124,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9934999942779541,"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":0.8032033443450928},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7024751901626587},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6232283711433411},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6080586910247803},{"id":"https://openalex.org/keywords/parallel-metaheuristic","display_name":"Parallel metaheuristic","score":0.5503848195075989},{"id":"https://openalex.org/keywords/parallel-algorithm","display_name":"Parallel algorithm","score":0.4241413176059723},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.4205150008201599},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.4140858054161072},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38868939876556396},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.355526864528656},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35325145721435547},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2097681164741516},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15321654081344604}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8032033443450928},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7024751901626587},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6232283711433411},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6080586910247803},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.5503848195075989},{"id":"https://openalex.org/C120373497","wikidata":"https://www.wikidata.org/wiki/Q1087987","display_name":"Parallel algorithm","level":2,"score":0.4241413176059723},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.4205150008201599},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.4140858054161072},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38868939876556396},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.355526864528656},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35325145721435547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2097681164741516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15321654081344604},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2010.5586286","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586286","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","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":23,"referenced_works":["https://openalex.org/W158411109","https://openalex.org/W1503085769","https://openalex.org/W1639032689","https://openalex.org/W1974361763","https://openalex.org/W1996587137","https://openalex.org/W2013603106","https://openalex.org/W2016436718","https://openalex.org/W2032309817","https://openalex.org/W2042235527","https://openalex.org/W2068745963","https://openalex.org/W2100208842","https://openalex.org/W2100645906","https://openalex.org/W2108157916","https://openalex.org/W2129139249","https://openalex.org/W2133459358","https://openalex.org/W2138797272","https://openalex.org/W2139578500","https://openalex.org/W2149198726","https://openalex.org/W2159899916","https://openalex.org/W2163229756","https://openalex.org/W2904250082","https://openalex.org/W3023540311","https://openalex.org/W6649584532"],"related_works":["https://openalex.org/W1611875833","https://openalex.org/W4236055036","https://openalex.org/W4381955442","https://openalex.org/W2462483068","https://openalex.org/W1968397678","https://openalex.org/W4367557724","https://openalex.org/W1547053391","https://openalex.org/W4382044826","https://openalex.org/W4387932000","https://openalex.org/W68587524"],"abstract_inverted_index":{"Metaheuristics":[0],"are":[1,9,85,139],"used":[2],"for":[3,29,91,123],"solving":[4,20,134],"optimization":[5],"problems":[6],"since":[7],"they":[8,67,76],"able":[10],"to":[11,43,49,141],"compute":[12],"near":[13],"optimal":[14],"solutions":[15],"in":[16,41,72],"reasonable":[17],"times.":[18],"However,":[19],"large":[21],"instances":[22],"it":[23],"may":[24],"pose":[25],"a":[26,51,63,73,86,100,105,121],"challenge":[27],"even":[28],"these":[30,83],"techniques.":[31],"For":[32],"this":[33,96,126],"reason,":[34],"metaheuristics":[35],"parallelization":[36],"is":[37],"an":[38],"interesting":[39],"alternative":[40],"order":[42],"decrease":[44],"the":[45,56,117,135,143,146],"execution":[46],"time":[47],"and":[48],"provide":[50],"different":[52],"search":[53],"pattern.":[54],"In":[55,95],"last":[57],"years,":[58],"GPUs":[59],"have":[60],"evolved":[61],"at":[62],"breathtaking":[64],"pace.":[65],"Originally,":[66],"were":[68],"specific-purpose":[69],"devices,":[70],"but":[71],"few":[74],"years":[75],"became":[77],"general-purpose":[78],"shared":[79],"memory":[80],"multiprocessors.":[81],"Nowadays,":[82],"devices":[84],"powerful":[87],"low":[88],"cost":[89],"platform":[90],"implementing":[92],"parallel":[93],"algorithms.":[94,129],"paper,":[97],"we":[98],"present":[99],"preliminary":[101],"version":[102],"of":[103,119,128,145],"PUGACE,":[104],"cellular":[106],"Evolutionary":[107],"Algorithm":[108],"framework":[109],"implemented":[110],"on":[111],"GPU.":[112],"PUGACE":[113],"was":[114],"designed":[115],"with":[116],"goal":[118],"providing":[120],"tool":[122],"easily":[124],"developing":[125],"kind":[127],"The":[130],"experimental":[131],"results":[132],"when":[133],"Quadratic":[136],"Assignment":[137],"Problem":[138],"presented":[140],"show":[142],"potential":[144],"proposed":[147],"framework.":[148]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}