{"id":"https://openalex.org/W4387757667","doi":"https://doi.org/10.1109/access.2023.3325787","title":"Hybrid Algorithms for Energy Minimizing Vehicle Routing Problem: Integrating Clusterization and Ant Colony Optimization","display_name":"Hybrid Algorithms for Energy Minimizing Vehicle Routing Problem: Integrating Clusterization and Ant Colony Optimization","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387757667","doi":"https://doi.org/10.1109/access.2023.3325787"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3325787","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10287329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"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},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10287329.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093089362","display_name":"Nicol\u00e1s Fr\u00edas","orcid":"https://orcid.org/0009-0006-1495-4050"},"institutions":[{"id":"https://openalex.org/I4210100945","display_name":"Universidad de Playa Ancha de Ciencias de la Educaci\u00f3n","ror":"https://ror.org/0171wr661","country_code":"CL","type":"funder","lineage":["https://openalex.org/I4210100945"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Nicol\u00e1s Fr\u00edas","raw_affiliation_strings":["Departamento de Ciencia de Datos e Informática, Facultad de Ingeniería, Universidad de Playa Ancha, Valparaíso, Chile"],"affiliations":[{"raw_affiliation_string":"Departamento de Ciencia de Datos e Informática, Facultad de Ingeniería, Universidad de Playa Ancha, Valparaíso, Chile","institution_ids":["https://openalex.org/I4210100945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007523962","display_name":"Franklin Johnson","orcid":"https://orcid.org/0000-0003-4522-3809"},"institutions":[{"id":"https://openalex.org/I4210100945","display_name":"Universidad de Playa Ancha de Ciencias de la Educaci\u00f3n","ror":"https://ror.org/0171wr661","country_code":"CL","type":"funder","lineage":["https://openalex.org/I4210100945"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Franklin Johnson","raw_affiliation_strings":["Departamento de Ciencia de Datos e Informática, Facultad de Ingeniería, Universidad de Playa Ancha, Valparaíso, Chile"],"affiliations":[{"raw_affiliation_string":"Departamento de Ciencia de Datos e Informática, Facultad de Ingeniería, Universidad de Playa Ancha, Valparaíso, Chile","institution_ids":["https://openalex.org/I4210100945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001721318","display_name":"Carlos Valle","orcid":"https://orcid.org/0000-0001-7158-2069"},"institutions":[{"id":"https://openalex.org/I4210100945","display_name":"Universidad de Playa Ancha de Ciencias de la Educaci\u00f3n","ror":"https://ror.org/0171wr661","country_code":"CL","type":"funder","lineage":["https://openalex.org/I4210100945"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Carlos Valle","raw_affiliation_strings":["Departamento de Ciencia de Datos e Informática, Facultad de Ingeniería, Universidad de Playa Ancha, Valparaíso, Chile"],"affiliations":[{"raw_affiliation_string":"Departamento de Ciencia de Datos e Informática, Facultad de Ingeniería, Universidad de Playa Ancha, Valparaíso, Chile","institution_ids":["https://openalex.org/I4210100945"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.883,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":15,"citation_normalized_percentile":{"value":0.839609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"125800","last_page":"125821"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9997,"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":0.9997,"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":0.9942,"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":0.9867,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/parallel-metaheuristic","display_name":"Parallel metaheuristic","score":0.70581436},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"Vehicle Routing Problem","score":0.67412025},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.50882035},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.50046873}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.8287509},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73181856},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.71068907},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.70581436},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.67412025},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.58040893},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5097572},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.50882035},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.50046873},{"id":"https://openalex.org/C175859090","wikidata":"https://www.wikidata.org/wiki/Q322212","display_name":"Travelling salesman problem","level":2,"score":0.4281659},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.407216},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.32816118},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27020484},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.16271299},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12993082},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3325787","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10287329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"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}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3325787","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10287329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"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},"sustainable_development_goals":[{"score":0.76,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"grants":[{"funder":"https://openalex.org/F4320325863","funder_display_name":"Universidad de Playa Ancha","award_id":"DGI APFON 03-22"}],"datasets":[],"versions":[],"referenced_works_count":15,"referenced_works":["https://openalex.org/W1540089290","https://openalex.org/W1862661734","https://openalex.org/W1933569933","https://openalex.org/W1954404225","https://openalex.org/W2041957321","https://openalex.org/W2107941094","https://openalex.org/W2111581650","https://openalex.org/W2146987494","https://openalex.org/W2150593711","https://openalex.org/W2154929945","https://openalex.org/W2200281865","https://openalex.org/W2939574717","https://openalex.org/W3003375689","https://openalex.org/W4299380207","https://openalex.org/W606694441"],"related_works":["https://openalex.org/W4299796063","https://openalex.org/W2900531744","https://openalex.org/W2462483068","https://openalex.org/W2394153495","https://openalex.org/W2388217074","https://openalex.org/W2372214059","https://openalex.org/W2358084676","https://openalex.org/W2162125251","https://openalex.org/W2070079705","https://openalex.org/W1997193297"],"abstract_inverted_index":{"In":[0],"the":[1,41,70,87,92,110,145,153,213,225],"field":[2],"of":[3,14,25,72,95,101,115,147],"engineering,":[4],"complex":[5],"problems":[6,20],"often":[7],"arise":[8],"that":[9],"require":[10],"solutions.":[11,141],"The":[12,44,75,103,175,196],"implementation":[13,146],"specific":[15],"algorithms":[16,31,128,150,156,177,202],"to":[17,68,90,137,151,205,219],"tackle":[18,152],"these":[19,30,228],"becomes":[21],"an":[22],"essential":[23],"part":[24],"this":[26],"area,":[27],"and":[28,56,63,117,124,135,165,191,199,212,237],"optimizing":[29],"plays":[32],"a":[33,51,83,99,113,232],"crucial":[34],"role":[35],"in":[36,54,224],"achieving":[37],"good":[38],"results":[39,215,229],"with":[40,167],"available":[42],"resources.":[43],"Vehicle":[45,78],"Routing":[46,79],"Problem":[47,80],"(VRP)":[48],"has":[49,106],"been":[50],"central":[52],"topic":[53],"distribution":[55],"logistics":[57],"for":[58,235],"decades.":[59],"New":[60],"VRP":[61,84,104],"models":[62],"tools":[64],"are":[65,216],"continuously":[66],"developed":[67],"address":[69],"challenges":[71],"modern":[73],"logistics.":[74],"Energy":[76],"Minimizing":[77],"(EMVRP)":[81],"is":[82,89],"model":[85],"where":[86],"objective":[88],"minimize":[91],"total":[93],"amount":[94],"energy":[96],"consumed":[97],"by":[98,171],"fleet":[100],"vehicles.":[102],"literature":[105],"focused":[107],"on":[108],"solving":[109],"problem":[111],"using":[112,207],"variety":[114],"approaches":[116,169],"techniques,":[118,131,161],"including":[119],"exact":[120],"methods,":[121],"heuristics,":[122],"metaheuristics,":[123,136],"hybrid":[125,149],"algorithms.":[126],"Hybrid":[127],"combine":[129,157],"different":[130,208],"such":[132,162],"as":[133,163],"heuristics":[134],"obtain":[138],"more":[139],"effective":[140],"This":[142],"work":[143],"presents":[144],"four":[148],"EMVRP.":[154],"These":[155],"machine":[158],"learning":[159],"clustering":[160],"K-Means":[164],"K-Medoids,":[166,186],"metaheuristic":[168,221],"inspired":[170],"ant":[172],"colony":[173],"systems.":[174],"proposed":[176],"are:":[178],"Free":[179,183,197],"Ant":[180,184,188,193,198,201],"+":[181,185,189,194],"K-Means,":[182,190],"Restricted":[187,192,200],"K-Medoids.":[195],"were":[203],"subjected":[204],"testing":[206],"instances":[209],"from":[210],"CVRPLIB,":[211],"obtained":[214],"promising":[217],"compared":[218],"other":[220],"techniques":[222],"described":[223],"literature.":[226],"However,":[227],"also":[230],"indicate":[231],"wide":[233],"scope":[234],"experimentation":[236],"algorithm":[238],"tuning.":[239]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4387757667","counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9}],"updated_date":"2025-04-25T06:27:23.278138","created_date":"2023-10-19"}