{"id":"https://openalex.org/W2522628260","doi":"https://doi.org/10.1142/s0129626416500134","title":"A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units","display_name":"A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2522628260","doi":"https://doi.org/10.1142/s0129626416500134","mag":"2522628260"},"language":"en","primary_location":{"id":"doi:10.1142/s0129626416500134","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129626416500134","pdf_url":null,"source":{"id":"https://openalex.org/S18360026","display_name":"Parallel Processing Letters","issn_l":"0129-6264","issn":["0129-6264","1793-642X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Parallel Processing Letters","raw_type":"journal-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/A5017759211","display_name":"Omar Abdelkafi","orcid":null},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Omar Abdelkafi","raw_affiliation_strings":["University of Haute-Alsace (UHA), LMIA (E.A. 3993), 4 rue des fr\u00e8res lumi\u00e8re, 68093 Mulhouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Haute-Alsace (UHA), LMIA (E.A. 3993), 4 rue des fr\u00e8res lumi\u00e8re, 68093 Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077151661","display_name":"Lhassane Idoumghar","orcid":"https://orcid.org/0000-0001-8853-3968"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lhassane Idoumghar","raw_affiliation_strings":["University of Haute-Alsace (UHA), LMIA (E.A. 3993), 4 rue des fr\u00e8res lumi\u00e8re, 68093 Mulhouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Haute-Alsace (UHA), LMIA (E.A. 3993), 4 rue des fr\u00e8res lumi\u00e8re, 68093 Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082870145","display_name":"Julien Lepagnot","orcid":"https://orcid.org/0000-0003-0152-6613"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Lepagnot","raw_affiliation_strings":["University of Haute-Alsace (UHA), LMIA (E.A. 3993), 4 rue des fr\u00e8res lumi\u00e8re, 68093 Mulhouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Haute-Alsace (UHA), LMIA (E.A. 3993), 4 rue des fr\u00e8res lumi\u00e8re, 68093 Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2800745255"],"apc_list":null,"apc_paid":null,"fwci":1.2304,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83008749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"26","issue":"03","first_page":"1650013","last_page":"1650013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.8945600390434265},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.7303938865661621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7265934944152832},{"id":"https://openalex.org/keywords/parallel-metaheuristic","display_name":"Parallel metaheuristic","score":0.7135692238807678},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.6795376539230347},{"id":"https://openalex.org/keywords/quadratic-assignment-problem","display_name":"Quadratic assignment problem","score":0.6297294497489929},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5439288020133972},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.47736597061157227},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.4552324414253235},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.44709673523902893},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4402191936969757},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.411067932844162},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.356792151927948},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33866602182388306},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.31016892194747925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17989706993103027},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.08222347497940063}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.8945600390434265},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.7303938865661621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7265934944152832},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.7135692238807678},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.6795376539230347},{"id":"https://openalex.org/C98036226","wikidata":"https://www.wikidata.org/wiki/Q7268356","display_name":"Quadratic assignment problem","level":3,"score":0.6297294497489929},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5439288020133972},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.47736597061157227},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.4552324414253235},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.44709673523902893},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4402191936969757},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.411067932844162},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.356792151927948},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33866602182388306},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31016892194747925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17989706993103027},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.08222347497940063},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0129626416500134","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129626416500134","pdf_url":null,"source":{"id":"https://openalex.org/S18360026","display_name":"Parallel Processing Letters","issn_l":"0129-6264","issn":["0129-6264","1793-642X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Parallel Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01665057v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01665057","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Parallel Processing Letters, 2016, 26 (03), ⟨10.1142/S0129626416500134⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W37888670","https://openalex.org/W166751945","https://openalex.org/W1503085769","https://openalex.org/W1534709123","https://openalex.org/W1971700807","https://openalex.org/W1975389169","https://openalex.org/W1979809380","https://openalex.org/W1985109028","https://openalex.org/W1991005923","https://openalex.org/W2003814230","https://openalex.org/W2013603106","https://openalex.org/W2016688797","https://openalex.org/W2017377855","https://openalex.org/W2020696014","https://openalex.org/W2021011079","https://openalex.org/W2029233749","https://openalex.org/W2032342293","https://openalex.org/W2044166522","https://openalex.org/W2053189771","https://openalex.org/W2056257094","https://openalex.org/W2063713454","https://openalex.org/W2069226275","https://openalex.org/W2070630412","https://openalex.org/W2074502683","https://openalex.org/W2090156293","https://openalex.org/W2098677716","https://openalex.org/W2107709238","https://openalex.org/W2123095470","https://openalex.org/W2123478933","https://openalex.org/W2131807947","https://openalex.org/W2135255362","https://openalex.org/W2144952620","https://openalex.org/W2152825263","https://openalex.org/W2183302648","https://openalex.org/W2406725740","https://openalex.org/W2561675875","https://openalex.org/W3121235808","https://openalex.org/W4254357751"],"related_works":["https://openalex.org/W2151046618","https://openalex.org/W1972148443","https://openalex.org/W1969233021","https://openalex.org/W2167646277","https://openalex.org/W2063573318","https://openalex.org/W2388314963","https://openalex.org/W1504466495","https://openalex.org/W2522628260","https://openalex.org/W46882622","https://openalex.org/W1801849579"],"abstract_inverted_index":{"The":[0,20],"computational":[1,32,112],"power":[2],"requirements":[3],"of":[4,14,22,57,64,71,99,120],"real-world":[5],"optimization":[6],"problems":[7,24,83,104],"begin":[8,49],"to":[9,50,61,80],"exceed":[10],"the":[11,15,54,62,69,86,100,121,127,138],"general":[12],"performance":[13],"Central":[16],"Processing":[17,76],"Unit":[18,77],"(CPU).":[19],"modeling":[21],"such":[23,66,84],"is":[25,36,97,107],"in":[26,38],"constant":[27],"evolution":[28],"and":[29,41,105,129],"requires":[30],"more":[31],"power.":[33],"Solving":[34],"them":[35],"expensive":[37],"computation":[39],"time":[40],"even":[42],"metaheuristics,":[43],"well":[44],"known":[45,108],"for":[46,53,109,126],"their":[47],"eficiency,":[48],"be":[51],"unsuitable":[52],"increasing":[55],"amount":[56],"data.":[58],"Recently,":[59],"thanks":[60],"advent":[63],"languages":[65],"as":[67,85],"CUDA,":[68],"development":[70],"parallel":[72,135],"metaheuristics":[73,124,136],"on":[74,134],"Graphic":[75],"(GPU)":[78],"platform":[79],"solve":[81],"combinatorial":[82],"Quadratic":[87],"Assignment":[88],"Problem":[89],"(QAP)":[90],"has":[91],"received":[92],"a":[93],"growing":[94],"interest.":[95],"It":[96],"one":[98],"most":[101,122],"studied":[102],"NP-hard":[103],"it":[106],"its":[110],"high":[111],"cost.":[113],"In":[114],"this":[115],"paper,":[116],"we":[117,130],"survey":[118,133],"several":[119],"important":[123],"approaches":[125],"QAP":[128],"focus":[131],"our":[132],"using":[137],"GPU.":[139]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}