{"id":"https://openalex.org/W2010793584","doi":"https://doi.org/10.1109/iwaci.2010.5585115","title":"A parallel Ant Colony Optimization algorithm with GPU-acceleration based on All-In-Roulette selection","display_name":"A parallel Ant Colony Optimization algorithm with GPU-acceleration based on All-In-Roulette selection","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2010793584","doi":"https://doi.org/10.1109/iwaci.2010.5585115","mag":"2010793584"},"language":"en","primary_location":{"id":"doi:10.1109/iwaci.2010.5585115","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaci.2010.5585115","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Workshop on Advanced Computational Intelligence","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/A5070584521","display_name":"Jie Fu","orcid":"https://orcid.org/0000-0001-5054-571X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Fu","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059475495","display_name":"Lei Lin","orcid":"https://orcid.org/0000-0001-5703-8075"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Lin Lei","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, China","School of Computer Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032258114","display_name":"Guohua Zhou","orcid":"https://orcid.org/0000-0003-0889-2632"},"institutions":[{"id":"https://openalex.org/I4210101015","display_name":"Wuhan Municipal Engineering Design & Research Institute","ror":"https://ror.org/00ycq1k13","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210101015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohua Zhou","raw_affiliation_strings":["Wuhan Digital Engineering Research Institute, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Digital Engineering Research Institute, Wuhan, China","institution_ids":["https://openalex.org/I4210101015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070584521"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":7.6678,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.97155551,"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":"260","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9957000017166138,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9936000108718872,"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/computer-science","display_name":"Computer science","score":0.7765903472900391},{"id":"https://openalex.org/keywords/travelling-salesman-problem","display_name":"Travelling salesman problem","score":0.7125471830368042},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.6612105369567871},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5559026002883911},{"id":"https://openalex.org/keywords/roulette","display_name":"Roulette","score":0.5304417014122009},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4816000163555145},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4656354486942291},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.4565122127532959},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45545899868011475},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.4539392590522766},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.44597509503364563},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.42848116159439087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2540176808834076},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10873782634735107}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7765903472900391},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.7125471830368042},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.6612105369567871},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5559026002883911},{"id":"https://openalex.org/C195502155","wikidata":"https://www.wikidata.org/wiki/Q2810237","display_name":"Roulette","level":2,"score":0.5304417014122009},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4816000163555145},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4656354486942291},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.4565122127532959},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45545899868011475},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.4539392590522766},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.44597509503364563},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.42848116159439087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2540176808834076},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10873782634735107},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","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},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwaci.2010.5585115","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaci.2010.5585115","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Workshop on Advanced Computational Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321409","display_name":"Aalborg Universitet","ror":"https://ror.org/04m5j1k67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1762731526","https://openalex.org/W1801849579","https://openalex.org/W1981338192","https://openalex.org/W2003448719","https://openalex.org/W2113720326","https://openalex.org/W2142903600","https://openalex.org/W2387603477","https://openalex.org/W3147414854","https://openalex.org/W3213084269","https://openalex.org/W4283450746","https://openalex.org/W6710751547"],"related_works":["https://openalex.org/W1611875833","https://openalex.org/W1997193297","https://openalex.org/W4245157707","https://openalex.org/W1547053391","https://openalex.org/W2208777194","https://openalex.org/W2908391583","https://openalex.org/W1521781013","https://openalex.org/W2406404685","https://openalex.org/W2369428395","https://openalex.org/W1975009952"],"abstract_inverted_index":{"Ant":[0,33],"Colony":[1],"Optimization":[2],"is":[3,58,99,128],"computationally":[4],"expensive":[5],"when":[6],"it":[7],"comes":[8],"to":[9,49,59,104,115],"complex":[10],"problems.":[11],"The":[12,55,93,120],"Jacket":[13,47],"toolbox":[14,48],"allows":[15],"implementation":[16],"of":[17,96,102],"MATLAB":[18,44],"programs":[19],"in":[20],"Graphics":[21],"Processing":[22],"Unit":[23],"(GPU).":[24],"This":[25],"paper":[26,98],"presents":[27],"and":[28,75,112],"implements":[29],"a":[30,38,82],"parallel":[31,106,126],"MAX-MIN":[32],"System":[34],"(MMAS)":[35],"based":[36,86,108],"on":[37,87,109],"GPU+CPU":[39],"hardware":[40],"platform":[41],"under":[42],"the":[43,100,113,116,133],"environment":[45],"with":[46],"solve":[50],"Traveling":[51],"Salesman":[52],"Problem":[53],"(TSP).":[54],"key":[56],"idea":[57],"let":[60],"all":[61],"ants":[62],"share":[63],"only":[64],"one":[65,69,72,76],"pseudorandom":[66],"number":[67],"matrix,":[68,71,74],"pheromone":[70],"taboo":[73],"probability":[77],"matrix.":[78],"We":[79],"also":[80],"use":[81],"new":[83],"selection":[84],"approach":[85],"those":[88,110],"matrices,":[89],"named":[90],"AIR":[91],"(All-In-Roulette).":[92],"main":[94],"contribution":[95],"this":[97],"description":[101],"how":[103],"design":[105],"MMAS":[107],"ideas":[111],"comparison":[114],"relevant":[117],"sequential":[118,134],"version.":[119,135],"computational":[121],"results":[122],"show":[123],"that":[124],"our":[125],"algorithm":[127],"much":[129],"more":[130],"efficient":[131],"than":[132]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}