{"id":"https://openalex.org/W4240652002","doi":"https://doi.org/10.1109/wsc.2016.7822273","title":"A multi-start simheuristic for the stochastic two-dimensional vehicle routing problem","display_name":"A multi-start simheuristic for the stochastic two-dimensional vehicle routing problem","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W4240652002","doi":"https://doi.org/10.1109/wsc.2016.7822273"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2016.7822273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2016.7822273","pdf_url":null,"source":{"id":"https://openalex.org/S4363607936","display_name":"2016 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.hva.nl/en/publications/90708bdc-f2db-43bc-b37b-2e7668b25bc0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049437685","display_name":"Daniel Guimarans","orcid":"https://orcid.org/0000-0002-5268-7241"},"institutions":[{"id":"https://openalex.org/I55106644","display_name":"Amsterdam University of Applied Sciences","ror":"https://ror.org/00y2z2s03","country_code":"NL","type":"education","lineage":["https://openalex.org/I55106644"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Daniel Guimarans","raw_affiliation_strings":["Aviation Academy, Amsterdam University of Applied Sciences, Amsterdam, NETHERLANDS"],"affiliations":[{"raw_affiliation_string":"Aviation Academy, Amsterdam University of Applied Sciences, Amsterdam, NETHERLANDS","institution_ids":["https://openalex.org/I55106644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044007002","display_name":"\u00d3scar Fernando Castellanos Dom\u00ednguez","orcid":"https://orcid.org/0000-0001-6604-6368"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Dominguez","raw_affiliation_strings":["Institute of Intelligent Systems and Numerical Applications in Engineering, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, SPAIN"],"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Systems and Numerical Applications in Engineering, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, SPAIN","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080136207","display_name":"\u00c1ngel A. Juan","orcid":"https://orcid.org/0000-0003-1392-1776"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Angel A. Juan","raw_affiliation_strings":["Computer Science Dept. - IN3, Open University of Catalonia, SPAIN"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept. - IN3, Open University of Catalonia, SPAIN","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083935921","display_name":"Enoc Mart\u00ednez Padr\u00f3","orcid":"https://orcid.org/0000-0003-1233-7105"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Enoc Martinez","raw_affiliation_strings":["Computer Science Dept. - IN3, Open University of Catalonia, SPAIN"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept. - IN3, Open University of Catalonia, SPAIN","institution_ids":["https://openalex.org/I138847295"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049437685"],"corresponding_institution_ids":["https://openalex.org/I55106644"],"apc_list":null,"apc_paid":null,"fwci":2.0257,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85358712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"21","issue":null,"first_page":"2326","last_page":"2334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9993000030517578,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9958000183105469,"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/vehicle-routing-problem","display_name":"Vehicle routing problem","score":0.9087246656417847},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.8111577033996582},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6313703656196594},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6191740036010742},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5977326035499573},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5899869799613953},{"id":"https://openalex.org/keywords/variable-neighborhood-search","display_name":"Variable neighborhood search","score":0.5291443467140198},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4969618618488312},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4820028841495514},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.41113048791885376},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.3522825241088867},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24407413601875305},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19283118844032288}],"concepts":[{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.9087246656417847},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8111577033996582},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6313703656196594},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6191740036010742},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5977326035499573},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5899869799613953},{"id":"https://openalex.org/C2776435737","wikidata":"https://www.wikidata.org/wiki/Q7915703","display_name":"Variable neighborhood search","level":3,"score":0.5291443467140198},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4969618618488312},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4820028841495514},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.41113048791885376},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.3522825241088867},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24407413601875305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19283118844032288},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/wsc.2016.7822273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2016.7822273","pdf_url":null,"source":{"id":"https://openalex.org/S4363607936","display_name":"2016 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:hbo:oai:hbokennisbank.nl:amsterdam_pure:oai:pure.hva.nl:publications/90708bdc-f2db-43bc-b37b-2e7668b25bc0","is_oa":true,"landing_page_url":"https://research.hva.nl/en/publications/90708bdc-f2db-43bc-b37b-2e7668b25bc0","pdf_url":"https://research.hva.nl/en/publications/90708bdc-f2db-43bc-b37b-2e7668b25bc0","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2016 Winter Simulation Conference, 2326 - 2334","raw_type":"info:eu-repo/semantics/conferencepaper"},{"id":"pmh:oai:accedacris.ulpgc.es:10553/69721","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/69721","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings - 2016 Winter Simulation Conference (WSC) [ISSN 0891-7736], v. 0, p. 2326-2334","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:openaccess.uoc.edu:10609/90878","is_oa":false,"landing_page_url":"http://hdl.handle.net/10609/90878","pdf_url":null,"source":{"id":"https://openalex.org/S7407053569","display_name":"O2 - Repositori Institucional (Universitat Oberta de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:hbo:oai:hbokennisbank.nl:amsterdam_pure:oai:pure.hva.nl:publications/90708bdc-f2db-43bc-b37b-2e7668b25bc0","is_oa":true,"landing_page_url":"https://research.hva.nl/en/publications/90708bdc-f2db-43bc-b37b-2e7668b25bc0","pdf_url":"https://research.hva.nl/en/publications/90708bdc-f2db-43bc-b37b-2e7668b25bc0","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2016 Winter Simulation Conference, 2326 - 2334","raw_type":"info:eu-repo/semantics/conferencepaper"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1864842776","display_name":null,"funder_award_id":"TRA2013-48180-C3-P","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G2578074775","display_name":null,"funder_award_id":"TRA2015-71883-REDT","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G7420919289","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4240652002.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1208385249","https://openalex.org/W1975355037","https://openalex.org/W1983258309","https://openalex.org/W1986556608","https://openalex.org/W1997916674","https://openalex.org/W2000388551","https://openalex.org/W2004709965","https://openalex.org/W2011690685","https://openalex.org/W2027349680","https://openalex.org/W2063277077","https://openalex.org/W2078418832","https://openalex.org/W2084221840","https://openalex.org/W2088568353","https://openalex.org/W2091937574","https://openalex.org/W2109718616","https://openalex.org/W2111581650","https://openalex.org/W2112094258","https://openalex.org/W2169921235","https://openalex.org/W2183486228","https://openalex.org/W2280899086","https://openalex.org/W2387094245","https://openalex.org/W2749062520","https://openalex.org/W3140629188","https://openalex.org/W4238780727","https://openalex.org/W4252801674","https://openalex.org/W6669795731"],"related_works":["https://openalex.org/W3119129187","https://openalex.org/W2470251263","https://openalex.org/W2193306078","https://openalex.org/W2996796639","https://openalex.org/W2972305535","https://openalex.org/W2372463611","https://openalex.org/W30690955","https://openalex.org/W2612803944","https://openalex.org/W2978804656","https://openalex.org/W2474040433"],"abstract_inverted_index":{"The":[0],"two-dimensional":[1],"vehicle":[2,13],"routing":[3,14,79],"problem":[4,15],"(2L-VRP)":[5],"is":[6,90],"a":[7,72,84,117],"realistic":[8],"extension":[9],"of":[10,23,27,55,99,106,119,122],"the":[11,56,100,104,123,138],"classical":[12],"where":[16],"customers'":[17],"demands":[18],"are":[19],"composed":[20],"by":[21],"sets":[22],"non-stackable":[24],"items.":[25],"Examples":[26],"such":[28,58],"problems":[29],"can":[30],"be":[31],"found":[32],"in":[33,52],"many":[34,53],"real-life":[35,45],"applications,":[36],"e.g.":[37],"furniture":[38],"or":[39,67],"industrial":[40],"machinery":[41],"transportation.":[42],"Often,":[43],"these":[44],"instances":[46,121],"have":[47],"to":[48,64,92,115],"deal":[49,93],"with":[50,94,125,145],"uncertainty":[51,95],"aspects":[54],"problem,":[57],"as":[59],"variable":[60],"traveling":[61],"times":[62],"due":[63],"traffic":[65],"conditions":[66],"customers":[68],"availability.":[69],"We":[70],"present":[71],"hybrid":[73],"simheuristic":[74],"algorithm":[75,139],"that":[76,132],"combines":[77],"biased-randomized":[78],"and":[80],"packing":[81],"heuristics":[82],"within":[83],"multi-start":[85],"framework.":[86],"Monte":[87],"Carlo":[88],"simulation":[89],"used":[91],"at":[96],"different":[97],"stages":[98],"search":[101,140],"process.":[102],"With":[103],"goal":[105],"minimizing":[107],"total":[108],"expected":[109,147],"cost,":[110],"we":[111],"use":[112],"this":[113],"methodology":[114],"solve":[116],"set":[118],"stochastic":[120],"2L-VRP":[124],"unrestricted":[126],"oriented":[127],"loading.":[128],"Our":[129],"results":[130],"show":[131],"accounting":[133],"for":[134],"systems":[135],"variability":[136],"during":[137],"yields":[141],"more":[142],"robust":[143],"solutions":[144],"lower":[146],"costs.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}