{"id":"https://openalex.org/W2955154038","doi":"https://doi.org/10.1504/ijahuc.2019.10022343","title":"GPU-based distributed bee swarm optimisation for dynamic vehicle routing problem","display_name":"GPU-based distributed bee swarm optimisation for dynamic vehicle routing problem","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2955154038","doi":"https://doi.org/10.1504/ijahuc.2019.10022343","mag":"2955154038"},"language":"en","primary_location":{"id":"doi:10.1504/ijahuc.2019.10022343","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijahuc.2019.10022343","pdf_url":null,"source":{"id":"https://openalex.org/S97070762","display_name":"International Journal of Ad Hoc and Ubiquitous Computing","issn_l":"1743-8225","issn":["1743-8225","1743-8233"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ad Hoc and Ubiquitous Computing","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/A5048857332","display_name":"Salim Bitam","orcid":"https://orcid.org/0000-0001-5618-4126"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Salim Bitam","raw_affiliation_strings":["LESIA Laboratory, Department of Computer Science, University of Biskra, P.O. Box 145 RP, Biskra 07000, Algeria"],"affiliations":[{"raw_affiliation_string":"LESIA Laboratory, Department of Computer Science, University of Biskra, P.O. Box 145 RP, Biskra 07000, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032623335","display_name":"Noureddine Djedi","orcid":"https://orcid.org/0000-0002-1796-8603"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"NourEddine Djedi","raw_affiliation_strings":["LESIA Laboratory, Department of Computer Science, University of Biskra, P.O. Box 145 RP, Biskra 07000, Algeria"],"affiliations":[{"raw_affiliation_string":"LESIA Laboratory, Department of Computer Science, University of Biskra, P.O. Box 145 RP, Biskra 07000, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031541321","display_name":"Maroua Grid","orcid":"https://orcid.org/0009-0005-2503-8325"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Maroua Grid","raw_affiliation_strings":["LESIA Laboratory, Department of Computer Science, University of Biskra, P.O. Box 145 RP, Biskra 07000, Algeria"],"affiliations":[{"raw_affiliation_string":"LESIA Laboratory, Department of Computer Science, University of Biskra, P.O. Box 145 RP, Biskra 07000, Algeria","institution_ids":["https://openalex.org/I206961696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048857332"],"corresponding_institution_ids":["https://openalex.org/I206961696"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08363636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"31","issue":"3","first_page":"155","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.994700014591217,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.994700014591217,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10698","display_name":"Transportation Planning and Optimization","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8524343967437744},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.6439675688743591},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"Vehicle routing problem","score":0.5849316716194153},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.507012128829956},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4912375807762146},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36707282066345215},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3523327708244324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3197029232978821},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28708553314208984},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.2663052976131439},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2098674774169922}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8524343967437744},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6439675688743591},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.5849316716194153},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.507012128829956},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4912375807762146},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36707282066345215},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3523327708244324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3197029232978821},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28708553314208984},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.2663052976131439},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2098674774169922},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijahuc.2019.10022343","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijahuc.2019.10022343","pdf_url":null,"source":{"id":"https://openalex.org/S97070762","display_name":"International Journal of Ad Hoc and Ubiquitous Computing","issn_l":"1743-8225","issn":["1743-8225","1743-8233"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ad Hoc and Ubiquitous Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W2399799070","https://openalex.org/W1527337688","https://openalex.org/W2026486063","https://openalex.org/W2048054807","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178","https://openalex.org/W4304182880","https://openalex.org/W2075613641"],"abstract_inverted_index":{"Nowadays,":[0],"there":[1],"is":[2,58,124],"still":[3],"a":[4,29,35,42,55,67,75,135],"large":[5],"gap":[6],"between":[7],"the":[8,11,22,96,116,159],"requirements":[9],"and":[10,108,149],"performance":[12],"of":[13,31,37,45,105,119,137],"decision":[14],"support":[15],"systems":[16],"for":[17,34],"many":[18],"problems":[19],"such":[20],"as":[21,115],"vehicle":[23,99],"routing":[24,100],"problem,":[25],"consists":[26],"in":[27,59,66,103],"conceiving":[28],"set":[30,136],"optimal":[32],"routes":[33,62],"fleet":[36],"vehicles,":[38],"aiming":[39],"at":[40],"serving":[41],"given":[43],"number":[44],"customers.":[46],"Nevertheless,":[47],"new":[48,76],"customer":[49],"orders":[50],"could":[51],"be":[52,64],"introduced":[53],"while":[54],"prior":[56],"plan":[57],"progress.":[60],"Therefore,":[61],"should":[63],"recalculated":[65],"dynamic":[68,97],"way.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73],"propose":[74],"parallel":[77,88],"combinatorial":[78],"optimisation":[79,121],"method":[80],"based":[81],"on":[82,130],"graphic":[83],"processing":[84],"unit":[85],"(GPU)":[86],"called":[87],"bees":[89],"life":[90],"algorithm":[91],"(P-BLA)":[92],"to":[93,109],"solve":[94],"efficiency":[95],"capacitated":[98],"problem":[101],"(DCVRP)":[102],"terms":[104],"execution":[106],"time,":[107],"reduce":[110],"computational":[111],"complexity":[112],"often":[113],"considered":[114],"major":[117],"drawback":[118],"conventional":[120,140],"methods.":[122],"P-BLA":[123,152],"developed":[125],"using":[126],"CUDA":[127],"framework":[128],"performed":[129],"an":[131],"island-based":[132],"GPU.":[133],"After":[134],"comparisons":[138],"against":[139],"methods":[141],"namely;":[142],"genetic":[143],"algorithm,":[144],"ant":[145],"system,":[146],"Tabu":[147],"search":[148],"sequential":[150],"BLA,":[151],"has":[153],"provided":[154],"efficient":[155],"results":[156],"reached":[157],"from":[158],"most":[160],"tested":[161],"DCVRP":[162],"benchmarks.":[163]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}