{"id":"https://openalex.org/W4402891938","doi":"https://doi.org/10.1109/tmc.2024.3469236","title":"Towards Workload-Constrained Efficient Order Assignment in Last-Mile Delivery","display_name":"Towards Workload-Constrained Efficient Order Assignment in Last-Mile Delivery","publication_year":2024,"publication_date":"2024-09-26","ids":{"openalex":"https://openalex.org/W4402891938","doi":"https://doi.org/10.1109/tmc.2024.3469236"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3469236","doi":"https://doi.org/10.1109/tmc.2024.3469236","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3469236","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-3","norway-2"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tmc.2024.3469236","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078574526","display_name":"Wenjun Lyu","orcid":"https://orcid.org/0000-0002-7885-3105","observed_orcids":["https://orcid.org/0000-0002-7885-3105","https://orcid.org/0000-0002-2954-3901"]},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenjun Lyu","raw_affiliation_strings":["Department of Computer Science, Rutgers University, Piscataway, NJ, USA"],"raw_orcid":"https://orcid.org/0000-0002-7885-3105","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102843658","display_name":"Xiaolong Jin","orcid":"https://orcid.org/0000-0003-3244-3941","observed_orcids":["https://orcid.org/0000-0003-3244-3941"]},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Jin","raw_affiliation_strings":["JD Logistics, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD Logistics, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383998","display_name":"Haotian Wang","orcid":"https://orcid.org/0000-0002-3552-8978","observed_orcids":["https://orcid.org/0000-0002-3552-8978","https://orcid.org/0000-0003-0822-0406"]},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Wang","raw_affiliation_strings":["JD Logistics, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD Logistics, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101863006","display_name":"Yiwei Song","orcid":"https://orcid.org/0009-0002-3730-4457","observed_orcids":["https://orcid.org/0009-0002-3730-4457"]},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Song","raw_affiliation_strings":["JD Logistics, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD Logistics, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115596060","display_name":"Shuai Wang","orcid":"https://orcid.org/0000-0001-6838-1151","observed_orcids":["https://orcid.org/0000-0001-6838-1151"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-6838-1151","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082653046","display_name":"Yunhuai Liu","orcid":"https://orcid.org/0000-0002-1180-8078","observed_orcids":["https://orcid.org/0000-0002-1180-8078"]},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhuai Liu","raw_affiliation_strings":["Department of Computer Science and Engineering, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1180-8078","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038811034","display_name":"Tian He","orcid":"https://orcid.org/0000-0001-6062-2619","observed_orcids":["https://orcid.org/0000-0001-6062-2619"]},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian He","raw_affiliation_strings":["JD Logistics, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JD Logistics, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100603762","display_name":"Desheng Zhang","orcid":"https://orcid.org/0000-0001-9307-8736","observed_orcids":["https://orcid.org/0000-0001-9307-8736","https://orcid.org/0009-0000-9316-8774"]},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Desheng Zhang","raw_affiliation_strings":["Department of Computer Science, Rutgers University, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":{"value":2495,"currency":"USD","value_usd":2495},"fwci":0.7547,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69495096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"24","issue":"2","first_page":"557","last_page":"570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9878000020980835,"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"}},"topics":[{"id":"https://openalex.org/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9878000020980835,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.010599999688565731,"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":0.0003000000142492354,"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/order-assignment","display_name":"order assignment","score":0.8519999980926514},{"id":"https://openalex.org/keywords/last-mile-delivery","display_name":"last-mile delivery","score":0.9990000128746033},{"id":"https://openalex.org/keywords/cooperative-games","display_name":"cooperative games","score":0.5730000138282776},{"id":"https://openalex.org/keywords/delivery-cost-reduction","display_name":"delivery cost reduction","score":0.7350000143051147}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795272707939148},{"id":"https://openalex.org/C45440154","wikidata":"https://www.wikidata.org/wiki/Q6494801","display_name":"Last mile (transportation)","level":3,"score":0.7156963348388672},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6592931151390076},{"id":"https://openalex.org/C186379835","wikidata":"https://www.wikidata.org/wiki/Q253276","display_name":"Mile","level":2,"score":0.5415736436843872},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43018218874931335},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.42355257272720337},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34426581859588623},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15811315178871155},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3469236","doi":"https://doi.org/10.1109/tmc.2024.3469236","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3469236","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-3","norway-2"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tmc.2024.3469236","doi":"https://doi.org/10.1109/tmc.2024.3469236","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3469236","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-3","norway-2"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4069127734","display_name":null,"funder_award_id":"BE2022065-3","funder_id":"https://openalex.org/F4320327777","funder_display_name":"Jiangsu Provincial Key Research and Development Program"},{"id":"https://openalex.org/G4387077793","display_name":null,"funder_award_id":"BE2022065-1","funder_id":"https://openalex.org/F4320327777","funder_display_name":"Jiangsu Provincial Key Research and Development Program"},{"id":"https://openalex.org/G5586349053","display_name":null,"funder_award_id":"61925202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327777","display_name":"Jiangsu Provincial Key Research and Development Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1980317569","https://openalex.org/W2062757535","https://openalex.org/W2081565715","https://openalex.org/W2092417862","https://openalex.org/W2093417436","https://openalex.org/W2117400434","https://openalex.org/W2295598076","https://openalex.org/W2326447635","https://openalex.org/W2523778000","https://openalex.org/W2542067956","https://openalex.org/W2545909223","https://openalex.org/W2696026817","https://openalex.org/W2808810245","https://openalex.org/W2904628589","https://openalex.org/W2904792423","https://openalex.org/W2911807131","https://openalex.org/W2947825277","https://openalex.org/W2947871674","https://openalex.org/W2950721392","https://openalex.org/W2951038848","https://openalex.org/W2966670081","https://openalex.org/W2986725445","https://openalex.org/W3030401096","https://openalex.org/W3040879766","https://openalex.org/W3085825355","https://openalex.org/W3093537510","https://openalex.org/W3135616033","https://openalex.org/W3170070992","https://openalex.org/W3174384913","https://openalex.org/W3174648681","https://openalex.org/W4200030872","https://openalex.org/W4280613678","https://openalex.org/W4283789415","https://openalex.org/W4285606935","https://openalex.org/W4289533794","https://openalex.org/W4290927725","https://openalex.org/W4290927763","https://openalex.org/W4290949322","https://openalex.org/W4306316999","https://openalex.org/W4306317944","https://openalex.org/W4322576522","https://openalex.org/W6803753956"],"related_works":["https://openalex.org/W4224920455","https://openalex.org/W2974961843","https://openalex.org/W4387715617","https://openalex.org/W2736109931","https://openalex.org/W2075280196","https://openalex.org/W4391768511","https://openalex.org/W4387147337","https://openalex.org/W2263936574","https://openalex.org/W2997910527","https://openalex.org/W3043199642"],"abstract_inverted_index":{"Efficient":[0],"order":[1,13,30,43,81,92,112,130,180],"assignment":[2,14,93,131,143,181],"in":[3,55,172],"last-mile":[4,102],"delivery":[5,20],"benefits":[6],"customers,":[7],"couriers,":[8],"and":[9,32,76,110,149],"the":[10,18,28,46,52,61,73,84,98,101,105,115,142,145,156,168,176,179,187,193],"platform.":[11],"State-of-the-practice":[12],"is":[15,133],"based":[16],"on":[17,35,41],"static":[19],"area":[21],"partition,":[22],"which":[23],"cannot":[24],"adapt":[25],"well":[26],"to":[27,68,71,96,184,192],"dynamic":[29],"quantity":[31],"destination":[33],"distributions":[34],"different":[36,69],"days.":[37],"State-of-the-art":[38],"methods":[39],"focus":[40],"balancing":[42],"amounts":[44],"or":[45],"payoff":[47],"among":[48],"couriers":[49],"dynamically,":[50],"neglecting":[51],"courier's":[53,62,74],"workload":[54,75,86,125,147,189],"delivering":[56,66,119],"orders.":[57],"This":[58],"paper":[59],"explores":[60],"heterogeneous":[63,116],"behaviors":[64,117],"for":[65,118,124,140,154],"orders":[67,120],"destinations":[70],"measure":[72],"then":[77],"achieve":[78],"more":[79],"efficient":[80],"assignments":[82],"under":[83,144,186],"fair":[85,146,188],"constraint.":[87],"We":[88],"design":[89],"a":[90,128,136,150],"workload-constrained":[91],"system,":[94],"calledWORD,":[95],"reduce":[97],"cost":[99,177],"of":[100,167,178],"delivery,":[103],"i.e.,":[104],"couriers\u2019":[106],"total":[107],"travel":[108],"distance":[109],"overdue":[111],"rate.":[113],"Specifically,":[114],"are":[121],"first":[122],"utilized":[123],"calculation.":[126],"Then":[127],"two-stage":[129],"framework":[132],"designed,":[134],"including":[135],"sort-based":[137],"initialization":[138],"algorithm":[139,153],"initializing":[141],"constraint":[148,190],"coalition-game-based":[151],"improvement":[152],"improving":[155],"assignment.":[157],"Extensive":[158],"evaluation":[159],"results":[160],"with":[161],"real-world":[162],"logistics":[163,170],"data":[164],"from":[165],"one":[166],"largest":[169],"companies":[171],"China":[173],"show":[174],"thatWORDreduces":[175],"by":[182],"up":[183],"51.9%":[185],"compared":[191],"state-of-the-art":[194],"methods.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2025-10-10T00:00:00"}
