{"id":"https://openalex.org/W3156304874","doi":"https://doi.org/10.1109/tits.2021.3094851","title":"A Simulation-Optimization Approach for the Management of the On-Demand Parcel Delivery in Sharing Economy","display_name":"A Simulation-Optimization Approach for the Management of the On-Demand Parcel Delivery in Sharing Economy","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W3156304874","doi":"https://doi.org/10.1109/tits.2021.3094851","mag":"3156304874"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2021.3094851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2021.3094851","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","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/A5087754861","display_name":"Guido Perboli","orcid":"https://orcid.org/0000-0001-6900-9917"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Guido Perboli","raw_affiliation_strings":["ICT for City Logistics and Enterprises Center, Politecnico di Torino, Turin, Italy","Center for Automotive Research and Sustainable mobility (CARS)@PoliTO, Politecnico di Torino, Turin, Italy","Interuniversity Research Center on Business Networks, Logistics and Transport (CIRRELT), Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"ICT for City Logistics and Enterprises Center, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Center for Automotive Research and Sustainable mobility (CARS)@PoliTO, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Interuniversity Research Center on Business Networks, Logistics and Transport (CIRRELT), Montreal, QC, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087483955","display_name":"Mariangela Rosano","orcid":"https://orcid.org/0000-0002-6879-827X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mariangela Rosano","raw_affiliation_strings":["ICT for City Logistics and Enterprises Center, Politecnico di Torino, Turin, Italy","Center for Automotive Research and Sustainable mobility (CARS)@PoliTO, Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"ICT for City Logistics and Enterprises Center, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Center for Automotive Research and Sustainable mobility (CARS)@PoliTO, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101680172","display_name":"Qu Wei","orcid":"https://orcid.org/0000-0002-4922-676X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Qu Wei","raw_affiliation_strings":["ICT for City Logistics and Enterprises Center, Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"ICT for City Logistics and Enterprises Center, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087754861"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":1.5771,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.82116661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"8","first_page":"10570","last_page":"10582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9998999834060669,"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9998000264167786,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9987999796867371,"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/context","display_name":"Context (archaeology)","score":0.6239234805107117},{"id":"https://openalex.org/keywords/vehicle-routing-problem","display_name":"Vehicle routing problem","score":0.6027817726135254},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5727517008781433},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5566530823707581},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.531299352645874},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.435133695602417},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.42836254835128784},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.42608416080474854},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.42096126079559326},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.38006237149238586},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3132767677307129},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2474665343761444}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6239234805107117},{"id":"https://openalex.org/C123784306","wikidata":"https://www.wikidata.org/wiki/Q944041","display_name":"Vehicle routing problem","level":3,"score":0.6027817726135254},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5727517008781433},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5566530823707581},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.531299352645874},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.435133695602417},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.42836254835128784},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.42608416080474854},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.42096126079559326},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.38006237149238586},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3132767677307129},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2474665343761444},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":1,"locations":[{"id":"doi:10.1109/tits.2021.3094851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2021.3094851","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313985","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1136684380","https://openalex.org/W1510850782","https://openalex.org/W1554727768","https://openalex.org/W1934250298","https://openalex.org/W1998713683","https://openalex.org/W2031236641","https://openalex.org/W2105002757","https://openalex.org/W2109101401","https://openalex.org/W2111563176","https://openalex.org/W2124521189","https://openalex.org/W2136284166","https://openalex.org/W2139295133","https://openalex.org/W2143906263","https://openalex.org/W2156133369","https://openalex.org/W2331159541","https://openalex.org/W2341256628","https://openalex.org/W2345006952","https://openalex.org/W2466233884","https://openalex.org/W2582670358","https://openalex.org/W2732855062","https://openalex.org/W2738008158","https://openalex.org/W2747352049","https://openalex.org/W2773971719","https://openalex.org/W2787245460","https://openalex.org/W2789995754","https://openalex.org/W2841576068","https://openalex.org/W2909772861","https://openalex.org/W2910057362","https://openalex.org/W2910984544","https://openalex.org/W2941075535","https://openalex.org/W2949827075","https://openalex.org/W2966318151","https://openalex.org/W2979300297","https://openalex.org/W2999797253","https://openalex.org/W3027448965","https://openalex.org/W3034945320","https://openalex.org/W3116091122","https://openalex.org/W3121728793","https://openalex.org/W3128117025","https://openalex.org/W3129697406","https://openalex.org/W3139774777","https://openalex.org/W6753131040"],"related_works":["https://openalex.org/W2017649536","https://openalex.org/W1990067406","https://openalex.org/W4254717236","https://openalex.org/W2377757044","https://openalex.org/W3160952126","https://openalex.org/W2320103255","https://openalex.org/W798918733","https://openalex.org/W4213167601","https://openalex.org/W2101287851","https://openalex.org/W163279402"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"a":[3,33,44,50,55,65],"dynamic":[4,146],"and":[5,21,37,54,84,97,115,127,145,162],"stochastic":[6,35,144],"vehicle":[7],"routing":[8],"problem":[9,41],"with":[10,100,136],"time":[11],"windows":[12],"that":[13,93],"considers":[14],"the":[15,25,28,40,69,77,101,106,119,124,141,157,160,167],"use":[16],"of":[17,72,80,113,143,152,156,159],"multiple":[18],"delivery":[19,108,132],"options":[20,133],"crowd":[22,85,95,128],"drivers,":[23],"reflecting":[24],"synchromodality":[26],"in":[27,68,87,111,140,166],"urban":[29],"context.":[30],"We":[31,63],"propose":[32],"multi-stage":[34],"model,":[36],"we":[38],"solve":[39],"by":[42],"using":[43],"simulation-optimization":[45],"strategy.":[46],"It":[47],"relies":[48],"on":[49],"Monte":[51],"Carlo":[52],"simulation":[53],"large":[56],"neighborhood":[57],"search":[58],"(LNS)":[59],"heuristic":[60],"for":[61],"optimization.":[62],"conduct":[64],"case":[66],"study":[67],"medium-sized":[70],"city":[71],"Turin":[73],"(Italy)":[74],"to":[75,104,134],"measure":[76],"potential":[78],"impact":[79],"integrating":[81],"cargo":[82],"bikes":[83],"drivers":[86,96,129],"parcel":[88,107,147],"delivery.":[89,148],"Experimental":[90],"results":[91],"show":[92],"combining":[94],"green":[98,125],"carriers":[99,126],"traditional":[102],"van":[103],"manage":[105],"is":[109],"beneficial":[110],"terms":[112],"economic":[114],"environmental":[116],"cost-saving,":[117],"while":[118],"operational":[120],"efficiency":[121],"decreases.":[122],"Besides,":[123],"are":[130,154],"promising":[131],"deal":[135],"online":[137],"customer":[138],"requests":[139],"context":[142],"The":[149],"resulting":[150],"set":[151],"policies":[153],"part":[155],"outcomes":[158],"Logistics":[161],"Mobility":[163],"Plan":[164],"2019\u20132021":[165],"Piedmont":[168],"region.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
