{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T21:21:12Z","timestamp":1768339272130,"version":"3.49.0"},"reference-count":51,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T00:00:00Z","timestamp":1719705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T00:00:00Z","timestamp":1719705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001810","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62376163,62173236"],"award-info":[{"award-number":["62376163,62173236"]}],"id":[{"id":"10.13039\/501100001810","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,6,30]]},"DOI":"10.1109\/cec60901.2024.10612190","type":"proceedings-article","created":{"date-parts":[[2024,8,8]],"date-time":"2024-08-08T17:55:15Z","timestamp":1723139715000},"page":"1-8","source":"Crossref","is-referenced-by-count":2,"title":["Deep Reinforcement Learning for Solving the Vehicle Routing Problem in Practical Logistics"],"prefix":"10.1109","author":[{"given":"Junchuang","family":"Cai","sequence":"first","affiliation":[{"name":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China,518060"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xinzhi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China,518060"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiuzhen","family":"Lin","sequence":"additional","affiliation":[{"name":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China,518060"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lisha","family":"Dong","sequence":"additional","affiliation":[{"name":"Shenzhen Institute of Information Technology,College of Sino-German Robotics,Shenzhen,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weineng","family":"Chen","sequence":"additional","affiliation":[{"name":"SSouth China University of Technology,College of Computer Science and Engineering,Guangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhong","family":"Ming","sequence":"additional","affiliation":[{"name":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China,518060"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2409837"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.6.1.80"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.126631"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2891258"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2019.2952920"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3023673"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2022.3169949"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2019.2914113"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2018.2879875"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2022.3194082"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2022.3227964"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2021.3075773"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2020.2964101"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2020.3026484"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2022.102603"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-13870-6_3"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.07.107"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-012-4708-9"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2011.08.018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2015.02.005"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2009.05.009"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2009.09.001"},{"issue":"21","key":"ref23","first-page":"21","article-title":"Vehicle routing problem with simultaneous pick-up and delivery and time-windows based on improved global artificial fish swarm algorithm","volume":"52","author":"Huang","year":"2016","journal-title":"Computer Engineering and Applications"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2020.103901"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2011.05.005"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2021.100927"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2955599"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2020.3004012"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2022.101182"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2007.06.064"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2021.3097778"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2019.2921631"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-56183-2_15"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107957"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/math10060920"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.116690"},{"key":"ref37","first-page":"1","article-title":"A bayesian optimization approach for tuning a genetic algorithm solving practical-oriented pickup and delivery problems","author":"Ruther","year":"2021","journal-title":"IEEE Transactions on Automation Science and Engineering"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/math11030713"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/net.21879"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2023.101228"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2022.103958"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119118"},{"key":"ref43","article-title":"Attention, learn to solve routing problems!","author":"Kool","year":"2018","journal-title":"arXiv preprint"},{"key":"ref44","article-title":"Learning combinatorial optimization algorithms over graphs","volume":"30","author":"Khalil","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE51399.2021.00283"},{"key":"ref46","first-page":"23609","article-title":"A hierarchical reinforcement learning based optimization framework for large-scale dynamic pickup and delivery problems","volume":"34","author":"Ma","year":"2021","journal-title":"Advances in neural information processing systems"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.110367"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2021.06.021"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2022.102890"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2021.08.015"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-008-0323-y"}],"event":{"name":"2024 IEEE Congress on Evolutionary Computation (CEC)","location":"Yokohama, Japan","start":{"date-parts":[[2024,6,30]]},"end":{"date-parts":[[2024,7,5]]}},"container-title":["2024 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10609966\/10611750\/10612190.pdf?arnumber=10612190","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,11]],"date-time":"2024-08-11T04:26:24Z","timestamp":1723350384000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10612190\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,30]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/cec60901.2024.10612190","relation":{},"subject":[],"published":{"date-parts":[[2024,6,30]]}}}