{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T16:06:46Z","timestamp":1781021206997,"version":"3.54.1"},"reference-count":36,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Applied Soft Computing"],"published-print":{"date-parts":[[2026,8]]},"DOI":"10.1016\/j.asoc.2026.115417","type":"journal-article","created":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T06:39:08Z","timestamp":1778481548000},"page":"115417","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Dynamic vehicle-cargo matching optimization approach based on kernel principal component analysis and Bayesian residual neural network"],"prefix":"10.1016","volume":"200","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4435-580X","authenticated-orcid":false,"given":"Ran","family":"Tian","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jian","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiarui","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhihui","family":"Sun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinshi","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.asoc.2026.115417_bib0005","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1016\/j.trb.2018.02.017","article-title":"The integration of item-sharing and crowdshipping: can collaborative consumption be pushed by delivering through the crowd?","volume":"111","author":"Behrend","year":"2018","journal-title":"Transp. Res. B Methodol."},{"key":"10.1016\/j.asoc.2026.115417_bib0010","doi-asserted-by":"crossref","DOI":"10.1016\/j.physa.2020.125014","article-title":"Two-sided matching and strategic selection on freight resource sharing platforms","volume":"559","author":"Wang","year":"2020","journal-title":"Phys. a Stat. Mech. Appl."},{"issue":"16","key":"10.1016\/j.asoc.2026.115417_bib0015","doi-asserted-by":"crossref","DOI":"10.3390\/su151612654","article-title":"An integrated approach of fuzzy analytic hierarchy process and super slack-based measure for the logistics industry in Vietnam","volume":"15","author":"Nguyen","year":"2023","journal-title":"Sustainability"},{"issue":"5","key":"10.1016\/j.asoc.2026.115417_bib0020","doi-asserted-by":"crossref","first-page":"755","DOI":"10.3390\/math12050755","article-title":"Optimization of truck\u2013cargo online matching for the less-than-truck-load logistics HUB under real-time demand","volume":"12","author":"Tang","year":"2024","journal-title":"Mathematics"},{"issue":"4","key":"10.1016\/j.asoc.2026.115417_bib0025","doi-asserted-by":"crossref","first-page":"692","DOI":"10.1007\/s41019-025-00299-6","article-title":"A supply\u2013demand balance guided hierarchical reinforcement learning approach for truck\u2013cargo matching","volume":"10","author":"Liao","year":"2025","journal-title":"Data Sci. Eng."},{"key":"10.1016\/j.asoc.2026.115417_bib0030","series-title":"Proceedings of the 2016 International Conference on Engineering Management (Iconf-EM 2016)","article-title":"Freight information matching based on quantum evolutionary algorithm","author":"Mu","year":"2017"},{"issue":"4","key":"10.1016\/j.asoc.2026.115417_bib0035","first-page":"478","article-title":"Study on vehicles and goods matching of arterial road freight platform based on TS algorithm","volume":"40","author":"Hu","year":"2018","journal-title":"J. Zhejiang Sci-Tech Univ. (Nat. Sci.)"},{"key":"10.1016\/j.asoc.2026.115417_bib0040","doi-asserted-by":"crossref","DOI":"10.1016\/j.aei.2021.101306","article-title":"A heuristic optimization approach for multi-vehicle and one-cargo green transportation scheduling in shipbuilding","volume":"49","author":"Jiang","year":"2021","journal-title":"Adv. Eng. Inform."},{"issue":"2","key":"10.1016\/j.asoc.2026.115417_bib0045","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/s10462-016-9522-6","article-title":"Solving cross-matching puzzles using intelligent genetic algorithms","volume":"49","author":"Kesemen","year":"2018","journal-title":"Artif. Intell. Rev."},{"key":"10.1016\/j.asoc.2026.115417_bib0050","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1016\/j.cie.2018.03.023","article-title":"Synchronizing vehicles for multi-vehicle and one-cargo transportation","volume":"119","author":"Hu","year":"2018","journal-title":"Comput. Ind. Eng."},{"key":"10.1016\/j.asoc.2026.115417_bib0055","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2023.119712","article-title":"Bi-objective multi-period vehicle routing for perishable goods delivery considering customer satisfaction","volume":"220","author":"Liang","year":"2023","journal-title":"Expert Syst. Appl."},{"issue":"21","key":"10.1016\/j.asoc.2026.115417_bib0060","doi-asserted-by":"crossref","DOI":"10.3390\/math12213336","article-title":"Optimization of truck\u2013cargo matching for the LTL logistics HUB based on three-dimensional pallet loading","volume":"12","author":"Chen","year":"2024","journal-title":"Mathematics"},{"issue":"1","key":"10.1016\/j.asoc.2026.115417_bib0065","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.aej.2020.05.015","article-title":"Solving truck-cargo matching for drop-and-pull transport with genetic algorithm based on demand-capacity fitness","volume":"60","author":"Feng","year":"2021","journal-title":"Alex. Eng. J."},{"key":"10.1016\/j.asoc.2026.115417_bib0070","series-title":"Proceedings of the 2022 7th International Conference on Intelligent Information Technology","first-page":"7","article-title":"Research on \u201cone-to-many\u201d vehicle and cargo matching optimization problem based on improved genetic algorithm","author":"He","year":"2022"},{"key":"10.1016\/j.asoc.2026.115417_bib0075","series-title":"Fourth International Conference on Intelligent Traffic Systems and Smart City (ITSSC 2024), 13422","first-page":"117","article-title":"Research on vehicle-cargo matching algorithm considering price heterogeneity","author":"Sun","year":"2025"},{"issue":"23","key":"10.1016\/j.asoc.2026.115417_bib0080","doi-asserted-by":"crossref","first-page":"4843","DOI":"10.3390\/ijerph16234843","article-title":"Cold chain logistics management of medicine with an integrated multi-criteria decision-making method","volume":"16","author":"Wen","year":"2019","journal-title":"Int. J. Environ. Res. Public Health"},{"issue":"12","key":"10.1016\/j.asoc.2026.115417_bib0085","doi-asserted-by":"crossref","DOI":"10.3390\/su12124954","article-title":"Essential safety factors for the transport of dangerous goods by road: a case study of Lithuania","volume":"12","author":"Batarliene","year":"2020","journal-title":"Sustainability"},{"key":"10.1016\/j.asoc.2026.115417_bib0090","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2023.120814","article-title":"Medicine-shelf matching strategy based on Bayesian convolutional neural network with fuzzy analytic hierarchy process","volume":"231","author":"Tian","year":"2023","journal-title":"Expert Syst. Appl."},{"issue":"17","key":"10.1016\/j.asoc.2026.115417_bib0095","doi-asserted-by":"crossref","first-page":"5164","DOI":"10.1080\/00207543.2020.1774677","article-title":"Prediction of vehicle-cargo matching probability based on dynamic Bayesian network","volume":"59","author":"Deng","year":"2021","journal-title":"Int. J. Prod. Res."},{"key":"10.1016\/j.asoc.2026.115417_bib0100","doi-asserted-by":"crossref","DOI":"10.1016\/j.cie.2022.108039","article-title":"Research on vehicle-cargo matching algorithm based on improved dynamic Bayesian network","volume":"168","author":"Tian","year":"2022","journal-title":"Comput. Ind. Eng."},{"issue":"1","key":"10.1016\/j.asoc.2026.115417_bib0105","article-title":"Prospect theory-based two-sided satisfied and stable matching mechanism for the shared parking slots problem","volume":"2022","author":"Xiao","year":"2022","journal-title":"J. Adv. Transp."},{"issue":"5","key":"10.1016\/j.asoc.2026.115417_bib0110","doi-asserted-by":"crossref","DOI":"10.1016\/j.heliyon.2024.e27006","article-title":"Linguistic intuitionistic fuzzy multi-attribute bilateral matching considering satisfaction and fairness degree","volume":"10","author":"Huang","year":"2024","journal-title":"Heliyon"},{"key":"10.1016\/j.asoc.2026.115417_bib0115","doi-asserted-by":"crossref","DOI":"10.1016\/j.cie.2023.109416","article-title":"Impacts of distributional fairness concerns on quality disclosure in a dyadic supply chain","volume":"182","author":"Ding","year":"2023","journal-title":"Comput. Ind. Eng."},{"key":"10.1016\/j.asoc.2026.115417_bib0120","doi-asserted-by":"crossref","DOI":"10.1016\/j.tre.2020.101871","article-title":"Implications of matching and pricing strategies for multiple-delivery-points service in a freight O2O platform","volume":"136","author":"Li","year":"2020","journal-title":"Transp. Res. E Logist. Transp. Rev."},{"key":"10.1016\/j.asoc.2026.115417_bib0125","series-title":"2024 36th Chinese Control and Decision Conference (CCDC)","first-page":"5817","article-title":"Stable truckload matching in the vehicle-cargo matching platform","author":"Kong","year":"2024"},{"key":"10.1016\/j.asoc.2026.115417_bib0130","series-title":"2021 33rd Chinese Control and Decision Conference (CCDC)","first-page":"4221","article-title":"One-to-one stable vehicle cargo matching in the fourth party logistics","author":"Wang","year":"2021"},{"key":"10.1016\/j.asoc.2026.115417_bib0135","doi-asserted-by":"crossref","DOI":"10.1016\/j.cie.2022.108892","article-title":"Resource coordination scheduling optimisation of logistics information sharing platform considering decision response and competition","volume":"176","author":"Deng","year":"2023","journal-title":"Comput. Ind. Eng."},{"issue":"1","key":"10.1016\/j.asoc.2026.115417_bib0140","article-title":"Tripartite evolutionary game analysis of a logistics service supply chain cooperation mechanism for network freight platforms","volume":"2024","author":"Wang","year":"2024","journal-title":"Int. J. Intell. Syst."},{"issue":"7","key":"10.1016\/j.asoc.2026.115417_bib0145","doi-asserted-by":"crossref","first-page":"9736","DOI":"10.1109\/TITS.2021.3107011","article-title":"Blockchain in big data security for intelligent transportation with 6G","volume":"23","author":"Zhou","year":"2021","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"1","key":"10.1016\/j.asoc.2026.115417_bib0150","doi-asserted-by":"crossref","first-page":"957","DOI":"10.32604\/iasc.2023.027775","article-title":"Deep learning based autonomous transport system for secure vehicle and cargo matching","volume":"35","author":"Shanthi","year":"2023","journal-title":"Intell. Autom. Soft Comput."},{"issue":"1","key":"10.1016\/j.asoc.2026.115417_bib0155","doi-asserted-by":"crossref","first-page":"5461","DOI":"10.1038\/s41598-026-35004-8","article-title":"A multi-agent reinforcement learning scheduling algorithm integrating state graph and task graph structural modeling for ride-sharing dispatching","volume":"16","author":"Sha","year":"2026","journal-title":"Sci. Rep."},{"issue":"4","key":"10.1016\/j.asoc.2026.115417_bib0160","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3708325","article-title":"Deep reinforcement learning for demand-driven services in logistics and transportation systems: a survey","volume":"19","author":"Zong","year":"2025","journal-title":"ACM Trans. Knowl. Discov. Data"},{"issue":"4","key":"10.1016\/j.asoc.2026.115417_bib0165","doi-asserted-by":"crossref","first-page":"368","DOI":"10.23919\/CSMS.2024.0016","article-title":"Reinforcement learning-driven intelligent truck dispatching algorithms for freeway logistics","volume":"4","author":"Jing","year":"2024","journal-title":"Complex Syst. Model. Simul."},{"key":"10.1016\/j.asoc.2026.115417_bib0170","doi-asserted-by":"crossref","first-page":"71","DOI":"10.54254\/2755-2721\/69\/20241522","article-title":"Optimization of logistics cargo tracking and transportation efficiency based on data science deep learning models","volume":"69","author":"Li","year":"2024","journal-title":"Appl. Comput. Eng."},{"key":"10.1016\/j.asoc.2026.115417_bib0175","series-title":"Learning for Dynamics and Control Conference","first-page":"221","article-title":"Training Lipschitz continuous operators using reproducing kernels","author":"van Waarde","year":"2022"},{"key":"10.1016\/j.asoc.2026.115417_bib0180","doi-asserted-by":"crossref","first-page":"11347","DOI":"10.1007\/s13369-024-09863-0","article-title":"A multi-objective vehicle-cargo matching decision method considering market supply\u2013demand fluctuations and diverse stakeholder interests","volume":"50","author":"Li","year":"2025","journal-title":"Arab. J. Sci. Eng."}],"container-title":["Applied Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1568494626008653?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1568494626008653?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T15:56:24Z","timestamp":1781020584000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1568494626008653"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":36,"alternative-id":["S1568494626008653"],"URL":"https:\/\/doi.org\/10.1016\/j.asoc.2026.115417","relation":{},"ISSN":["1568-4946"],"issn-type":[{"value":"1568-4946","type":"print"}],"subject":[],"published":{"date-parts":[[2026,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Dynamic vehicle-cargo matching optimization approach based on kernel principal component analysis and Bayesian residual neural network","name":"articletitle","label":"Article Title"},{"value":"Applied Soft Computing","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.asoc.2026.115417","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"115417"}}