{"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","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,"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"},"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"},"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":true,"raw_author_name":"Wenjun Lyu","raw_affiliation_strings":["Department of Computer Science, Rutgers University, Piscataway, NJ, USA"],"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"},"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"],"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"},"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"],"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/0009-0001-0747-364X"},"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"],"affiliations":[{"raw_affiliation_string":"JD Logistics, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328229","display_name":"Shuai Wang","orcid":"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"],"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"},"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"],"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"},"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"],"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"},"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"],"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":8,"corresponding_author_ids":["https://openalex.org/A5078574526"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":0.6845,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73898233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998000264167786,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998000264167786,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9970999956130981,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9968000054359436,"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/computer-science","display_name":"Computer science","score":0.795272707939148},{"id":"https://openalex.org/keywords/last-mile","display_name":"Last mile (transportation)","score":0.7156963348388672},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6592931151390076},{"id":"https://openalex.org/keywords/mile","display_name":"Mile","score":0.5415736436843872},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43018218874931335},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.42355257272720337},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34426581859588623},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15811315178871155}],"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","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,"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","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,"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":[],"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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"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/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":[1,13,30,43,81,92,115,133,187],"assignment":[2,14,93,134,146,188],"in":[3,55,175],"last-mile":[4,105],"delivery":[5,20],"benefits":[6],"customers,":[7],"couriers,":[8],"and":[9,32,76,113,152],"the":[10,18,28,46,52,61,73,84,101,104,108,118,145,148,159,171,183,186,194,200],"platform.":[11],"State-of-the-practice":[12],"is":[15,136],"based":[16],"on":[17,35,41],"static":[19],"area":[21],"partition,":[22],"which":[23],"cannot":[24],"adapt":[25],"well":[26],"to":[27,68,71,99,191,199],"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":[54,75,86,128,150,196],"delivering":[56,66,122],"orders.":[57],"This":[58],"paper":[59],"explores":[60],"heterogeneous":[63,119],"behaviors":[64,120],"for":[65,121,127,143,157],"orders":[67,123],"destinations":[70],"measure":[72],"then":[77],"achieve":[78],"more":[79],"efficient":[80],"assignments":[82],"under":[83,147,193],"fair":[85,149,195],"constraint.":[87],"We":[88],"design":[89],"a":[90,131,139,153],"workload-constrained":[91],"system,":[94],"called":[95],"<italic":[96,179],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[97,180],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">WORD</i>,":[98],"reduce":[100],"cost":[102,184],"of":[103,170,185],"delivery,":[106],"i.e.,":[107],"couriers\u2019":[109],"total":[110],"travel":[111],"distance":[112],"overdue":[114],"rate.":[116],"Specifically,":[117],"are":[124],"first":[125],"utilized":[126],"calculation.":[129],"Then":[130],"two-stage":[132],"framework":[135],"designed,":[137],"including":[138],"sort-based":[140],"initialization":[141],"algorithm":[142,156],"initializing":[144],"constraint":[151,197],"coalition-game-based":[154],"improvement":[155],"improving":[158],"assignment.":[160],"Extensive":[161],"evaluation":[162],"results":[163],"with":[164],"real-world":[165],"logistics":[166,173],"data":[167],"from":[168],"one":[169],"largest":[172],"companies":[174],"China":[176],"show":[177],"that":[178],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">WORD</i>":[181],"reduces":[182],"by":[189],"up":[190],"51.9%":[192],"compared":[198],"state-of-the-art":[201],"methods.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
