{"id":"https://openalex.org/W2042235527","doi":"https://doi.org/10.1145/1570256.1570354","title":"Parallel multi-objective evolutionary algorithms on graphics processing units","display_name":"Parallel multi-objective evolutionary algorithms on graphics processing units","publication_year":2009,"publication_date":"2009-07-08","ids":{"openalex":"https://openalex.org/W2042235527","doi":"https://doi.org/10.1145/1570256.1570354","mag":"2042235527"},"language":"en","primary_location":{"id":"doi:10.1145/1570256.1570354","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1570256.1570354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers","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/A5103388657","display_name":"Man Leung Wong","orcid":null},"institutions":[{"id":"https://openalex.org/I165488957","display_name":"Lingnan University","ror":"https://ror.org/0563pg902","country_code":"HK","type":"education","lineage":["https://openalex.org/I165488957"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Man Leung Wong","raw_affiliation_strings":["Lingnan University, Tuen Mun, Hong Kong, Hong Kong","Lingnan University, Tuen Mun, Hong Kong, Hong Kong#TAB#"],"affiliations":[{"raw_affiliation_string":"Lingnan University, Tuen Mun, Hong Kong, Hong Kong","institution_ids":[]},{"raw_affiliation_string":"Lingnan University, Tuen Mun, Hong Kong, Hong Kong#TAB#","institution_ids":["https://openalex.org/I165488957"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103388657"],"corresponding_institution_ids":["https://openalex.org/I165488957"],"apc_list":null,"apc_paid":null,"fwci":7.884,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.97903589,"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":"2515","last_page":"2522"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9940000176429749,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9922999739646912,"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":0.7918447852134705},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7367464303970337},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6545083522796631},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.6302627325057983},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.5632562041282654},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5345526933670044},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.48388418555259705},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.43818527460098267},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3582432270050049},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3473381996154785},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3388858139514923},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3181341886520386},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11148136854171753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7918447852134705},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7367464303970337},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6545083522796631},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.6302627325057983},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.5632562041282654},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5345526933670044},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.48388418555259705},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.43818527460098267},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3582432270050049},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3473381996154785},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3388858139514923},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3181341886520386},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11148136854171753},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","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:10.1145/1570256.1570354","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1570256.1570354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"},{"id":"https://openalex.org/F4320328618","display_name":"Lingnan University","ror":"https://ror.org/0563pg902"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W42649658","https://openalex.org/W99001025","https://openalex.org/W177635913","https://openalex.org/W1479771599","https://openalex.org/W1480428252","https://openalex.org/W1552232626","https://openalex.org/W1553373771","https://openalex.org/W1585939719","https://openalex.org/W1595498733","https://openalex.org/W1612556207","https://openalex.org/W1749721385","https://openalex.org/W1846834309","https://openalex.org/W1905847227","https://openalex.org/W1997342462","https://openalex.org/W2011281319","https://openalex.org/W2042771001","https://openalex.org/W2049615251","https://openalex.org/W2053900989","https://openalex.org/W2063375245","https://openalex.org/W2106334424","https://openalex.org/W2109778277","https://openalex.org/W2116661285","https://openalex.org/W2126105956","https://openalex.org/W2133459358","https://openalex.org/W2136827689","https://openalex.org/W2149198726","https://openalex.org/W2152150600","https://openalex.org/W2152551290","https://openalex.org/W2156221357","https://openalex.org/W2165171393","https://openalex.org/W2165626989","https://openalex.org/W2261054240","https://openalex.org/W3004042307","https://openalex.org/W3023540311"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2220968517","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2802808995","https://openalex.org/W2593449396","https://openalex.org/W2780789525"],"abstract_inverted_index":{"Most":[0],"real-life":[1],"optimization":[2],"problems":[3,6,124],"or":[4],"decision-making":[5],"are":[7,67],"multi-objective":[8],"in":[9,84],"nature,":[10],"since":[11],"they":[12,41],"normally":[13],"have":[14,31],"several":[15,53],"(possibly":[16],"conflicting)":[17],"objectives":[18],"that":[19,136],"must":[20,55],"be":[21,56],"satisfied":[22],"at":[23],"the":[24,59,63,79,86,137,144],"same":[25],"time.":[26],"Multi-Objective":[27],"Evolutionary":[28],"Algorithms":[29],"(MOEAs)":[30],"been":[32],"gaining":[33],"increasing":[34],"attention":[35],"among":[36],"researchers":[37],"and":[38,62,121,134],"practitioners.":[39],"However,":[40],"may":[42],"execute":[43],"for":[44,48],"a":[45,106,131],"long":[46],"time":[47,70,81],"some":[49],"difficult":[50],"problems,":[51],"because":[52],"evaluations":[54],"performed.":[57],"Moreover,":[58],"non-dominance":[60],"checking":[61],"non-dominated":[64],"selection":[65],"procedures":[66],"also":[68],"very":[69],"consuming.":[71],"From":[72],"our":[73,127],"experiments,":[74],"more":[75,141],"than":[76,143],"99%":[77],"of":[78],"execution":[80],"is":[82,96,139],"used":[83],"performing":[85],"two":[87],"procedures.":[88],"A":[89],"promising":[90],"approach":[91],"to":[92,97,125],"overcome":[93],"this":[94,102],"limitation":[95],"parallelize":[98],"these":[99],"algorithms.":[100],"In":[101],"paper,":[103],"we":[104],"propose":[105],"parallel":[107,128],"MOEA":[108,129,133],"on":[109,119],"consumer-level":[110],"Graphics":[111],"Processing":[112],"Units":[113],"(GPU).":[114],"We":[115],"perform":[116],"many":[117],"experiments":[118],"two-objective":[120],"three-objective":[122],"benchmark":[123],"compare":[126],"with":[130],"sequential":[132],"demonstrate":[135],"former":[138],"much":[140],"efficient":[142],"latter.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"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"}
