{"id":"https://openalex.org/W4411283848","doi":"https://doi.org/10.1007/s44227-025-00062-3","title":"Enhancing Green Vehicle Routing Efficiency Through Machine Learning-Optimized Genetic Algorithms","display_name":"Enhancing Green Vehicle Routing Efficiency Through Machine Learning-Optimized Genetic Algorithms","publication_year":2025,"publication_date":"2025-06-01","ids":{"openalex":"https://openalex.org/W4411283848","doi":"https://doi.org/10.1007/s44227-025-00062-3"},"language":"en","primary_location":{"id":"doi:10.1007/s44227-025-00062-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44227-025-00062-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44227-025-00062-3.pdf","source":{"id":"https://openalex.org/S2764679164","display_name":"\u0098The \u009cInternational journal of networked and distributed computing","issn_l":"2211-7938","issn":["2211-7938","2211-7946"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Networked and Distributed Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44227-025-00062-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104046405","display_name":"Lahcene Guezouli","orcid":"https://orcid.org/0000-0001-6489-7222"},"institutions":[{"id":"https://openalex.org/I162489102","display_name":"University of Batna 1","ror":"https://ror.org/04hrbe508","country_code":"DZ","type":"education","lineage":["https://openalex.org/I162489102"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Lahcene Guezouli","raw_affiliation_strings":["LAMIE Laboratory, University of Batna 2, Batna, Algeria","LEREESI Laboratory, HNS-RE2SD, Batna, Algeria"],"affiliations":[{"raw_affiliation_string":"LAMIE Laboratory, University of Batna 2, Batna, Algeria","institution_ids":["https://openalex.org/I162489102"]},{"raw_affiliation_string":"LEREESI Laboratory, HNS-RE2SD, Batna, Algeria","institution_ids":["https://openalex.org/I162489102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067387220","display_name":"Lyamine Guezouli","orcid":"https://orcid.org/0000-0002-7406-7633"},"institutions":[{"id":"https://openalex.org/I162489102","display_name":"University of Batna 1","ror":"https://ror.org/04hrbe508","country_code":"DZ","type":"education","lineage":["https://openalex.org/I162489102"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Lyamine Guezouli","raw_affiliation_strings":["LAMIE Laboratory, University of Batna 2, Batna, Algeria","LEREESI Laboratory, HNS-RE2SD, Batna, Algeria"],"affiliations":[{"raw_affiliation_string":"LAMIE Laboratory, University of Batna 2, Batna, Algeria","institution_ids":["https://openalex.org/I162489102"]},{"raw_affiliation_string":"LEREESI Laboratory, HNS-RE2SD, Batna, Algeria","institution_ids":["https://openalex.org/I162489102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061690430","display_name":"Sara Ameghchouche","orcid":"https://orcid.org/0000-0001-7836-0469"},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Sara Ameghchouche","raw_affiliation_strings":["RIIR Laboratory, University of Oran1, Oran, Algeria"],"affiliations":[{"raw_affiliation_string":"RIIR Laboratory, University of Oran1, Oran, Algeria","institution_ids":["https://openalex.org/I137407579"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5118142657","display_name":"Hilal Menzer","orcid":null},"institutions":[{"id":"https://openalex.org/I162489102","display_name":"University of Batna 1","ror":"https://ror.org/04hrbe508","country_code":"DZ","type":"education","lineage":["https://openalex.org/I162489102"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Hilal Menzer","raw_affiliation_strings":["LAP Laboratory, University of Batna 2, Batna, Algeria"],"affiliations":[{"raw_affiliation_string":"LAP Laboratory, University of Batna 2, Batna, Algeria","institution_ids":["https://openalex.org/I162489102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104046405"],"corresponding_institution_ids":["https://openalex.org/I162489102"],"apc_list":{"value":350,"currency":"EUR","value_usd":377},"apc_paid":{"value":350,"currency":"EUR","value_usd":377},"fwci":5.5362,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95621502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9987999796867371,"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":0.9987999796867371,"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.98580002784729,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"Vehicle routing problem","score":0.635842502117157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6096151471138},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5009207725524902},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.445766806602478},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4005153179168701},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.3981468081474304},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3752943277359009},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1484864354133606}],"concepts":[{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.635842502117157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6096151471138},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5009207725524902},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.445766806602478},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4005153179168701},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.3981468081474304},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3752943277359009},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1484864354133606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s44227-025-00062-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44227-025-00062-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44227-025-00062-3.pdf","source":{"id":"https://openalex.org/S2764679164","display_name":"\u0098The \u009cInternational journal of networked and distributed computing","issn_l":"2211-7938","issn":["2211-7938","2211-7946"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Networked and Distributed Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s44227-025-00062-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44227-025-00062-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44227-025-00062-3.pdf","source":{"id":"https://openalex.org/S2764679164","display_name":"\u0098The \u009cInternational journal of networked and distributed computing","issn_l":"2211-7938","issn":["2211-7938","2211-7946"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Networked and Distributed Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411283848.pdf","grobid_xml":"https://content.openalex.org/works/W4411283848.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1965856911","https://openalex.org/W1972740534","https://openalex.org/W1992769367","https://openalex.org/W1994940434","https://openalex.org/W2002592134","https://openalex.org/W2068123526","https://openalex.org/W2110696458","https://openalex.org/W2140887900","https://openalex.org/W2159704237","https://openalex.org/W2320261535","https://openalex.org/W2573370343","https://openalex.org/W3019913914","https://openalex.org/W3081012716","https://openalex.org/W3196156582","https://openalex.org/W4210249822","https://openalex.org/W4214941882","https://openalex.org/W4224903247","https://openalex.org/W4235473090","https://openalex.org/W4386702673","https://openalex.org/W4388293956"],"related_works":["https://openalex.org/W4312143452","https://openalex.org/W2018691209","https://openalex.org/W2051487156","https://openalex.org/W4247364272","https://openalex.org/W3133151256","https://openalex.org/W2157331354","https://openalex.org/W2132920749","https://openalex.org/W2101108574","https://openalex.org/W2073681303","https://openalex.org/W2365217312"],"abstract_inverted_index":{"The":[0,31,69,84,136],"study":[1,32],"addresses":[2],"the":[3,55,95,101,119,122],"Multiple":[4],"Depot":[5],"Vehicle":[6],"Routing":[7],"Problem":[8],"(MDVRPTW)":[9],"challenge,":[10],"focusing":[11],"on":[12,78],"optimizing":[13],"pathways":[14],"for":[15,114,141],"a":[16,34,87,104,111],"fleet":[17,64],"of":[18,71,107,121],"vehicles":[19],"to":[20,23,27,41,60,74,93],"distribute":[21],"goods":[22],"customers":[24],"while":[25],"adhering":[26],"delivery":[28],"window":[29],"constraints.":[30],"introduces":[33],"new":[35],"category,":[36],"Green":[37,96,115],"MDVRPTW,":[38,116],"which":[39],"aims":[40],"reduce":[42],"environmental":[43],"impact":[44],"through":[45],"innovative":[46],"approaches.":[47],"By":[48],"combining":[49],"machine":[50],"learning":[51],"and":[52,66,91,117,126,145],"genetic":[53],"algorithms,":[54],"research":[56,137],"optimizes":[57],"routing":[58,82],"decisions":[59],"minimize":[61],"journey":[62],"costs,":[63],"size":[65],"aggregate":[67],"delays.":[68],"use":[70],"clustering":[72,127],"techniques":[73],"group":[75],"clients":[76],"based":[77],"depot":[79],"proximity":[80],"enhances":[81],"efficiency.":[83],"paper":[85,102],"employs":[86],"Tuned":[88,123],"Genetic":[89,124],"Algorithm":[90,125],"metaheuristics":[92],"tackle":[94],"MDVRPTW":[97,108],"problem":[98],"effectively.":[99],"Furthermore,":[100],"provides":[103],"comprehensive":[105],"overview":[106],"solutions,":[109],"presents":[110],"mathematical":[112],"model":[113],"details":[118],"implementation":[120],"concepts.":[128],"Computational":[129],"outcomes":[130],"are":[131],"analyzed":[132],"against":[133],"benchmark":[134],"standards.":[135],"contributes":[138],"valuable":[139],"insights":[140],"sustainable":[142],"transportation":[143],"planning":[144],"optimization.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}