{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T15:10:21Z","timestamp":1785510621227,"version":"3.56.0"},"reference-count":48,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"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":["Computers &amp; Industrial Engineering"],"published-print":{"date-parts":[[2026,9]]},"DOI":"10.1016\/j.cie.2026.112171","type":"journal-article","created":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T16:32:23Z","timestamp":1780936343000},"page":"112171","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Towards the vision of Supply Chain 5.0: an intelligent and sustainable approach for multimodal transport routing"],"prefix":"10.1016","volume":"219","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-9947-6925","authenticated-orcid":false,"given":"Yantong","family":"Jin","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5551-0652","authenticated-orcid":false,"given":"Yangyan","family":"Shi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yufan","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenjun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yanfeng","family":"Rong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chaozhe","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.cie.2026.112171_b0005","doi-asserted-by":"crossref","first-page":"43889","DOI":"10.1109\/ACCESS.2024.3374194","article-title":"Enabling technologies to support supply chain logistics 5.0","volume":"12","author":"Andres","year":"2024","journal-title":"IEEE Access"},{"issue":"1","key":"10.1016\/j.cie.2026.112171_b0010","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ejor.2021.07.031","article-title":"Optimization in multimodal freight transportation problems: A Survey","volume":"299","author":"Archetti","year":"2022","journal-title":"European Journal of Operational Research"},{"issue":"8","key":"10.1016\/j.cie.2026.112171_b0015","doi-asserted-by":"crossref","first-page":"11294","DOI":"10.1109\/TITS.2025.3555286","article-title":"Optimization on multimodal network considering time window under uncertain demand","volume":"26","author":"Bei","year":"2025","journal-title":"Ieee Transactions on Intelligent Transportation Systems"},{"issue":"1","key":"10.1016\/j.cie.2026.112171_b0020","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1287\/opre.1030.0065","article-title":"The price of robustness","volume":"52","author":"Bertsimas","year":"2004","journal-title":"Operations Research"},{"key":"10.1016\/j.cie.2026.112171_b0025","doi-asserted-by":"crossref","unstructured":"Boudouaia, M. A., Ouchani, S., Qaisar, S. M., & Almaktoom, A. T. (2024). Supply Chain 5.0: Vision, Challenges, and Perspectives. Paper presented at the 21st International Learning and Technology Conference: Reality and Science Fiction in Education, L and T 2024.","DOI":"10.1109\/LT60077.2024.10469476"},{"key":"10.1016\/j.cie.2026.112171_b0030","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/j.jclepro.2019.119096","article-title":"Coastal transportation system joint taxation-subsidy emission reduction policy optimization problem","volume":"247","author":"Chen","year":"2020","journal-title":"Journal of Cleaner Production"},{"key":"10.1016\/j.cie.2026.112171_b0035","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/j.seps.2024.102108","article-title":"Low-carbon route optimization model for multimodal freight transport considering value and time attributes","volume":"96","author":"Chen","year":"2024","journal-title":"Socio-Economic Planning Sciences"},{"issue":"2","key":"10.1016\/j.cie.2026.112171_b0040","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1007\/s40747-024-01725-4","article-title":"Practice of an improved many-objective route optimization algorithm in a multimodal transportation case under uncertain demand","volume":"11","author":"Cui","year":"2025","journal-title":"Complex & Intelligent Systems"},{"key":"10.1016\/j.cie.2026.112171_b0045","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.rtbm.2024.101123","article-title":"Route selection of periodic multimodal transport for logistics company: An optimisation approach","volume":"54","author":"Dini","year":"2024","journal-title":"Research in Transportation Business and Management"},{"issue":"7","key":"10.1016\/j.cie.2026.112171_b0050","doi-asserted-by":"crossref","first-page":"1251","DOI":"10.1080\/13675567.2022.2122422","article-title":"The impact of carbon policies on supply chain network equilibrium: Carbon trading price, carbon tax and low-carbon product subsidy perspectives","volume":"27","author":"Duan","year":"2024","journal-title":"International Journal of Logistics-Research and Applications"},{"issue":"3","key":"10.1016\/j.cie.2026.112171_b0055","first-page":"21","article-title":"From supply chain 4.0 to supply chain 5.0: Findings from a systematic literature review and research directions","volume":"5","author":"Frederico","year":"2021","journal-title":"Logistics-Basel"},{"issue":"5","key":"10.1016\/j.cie.2026.112171_b0060","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1061\/JTEPBS.TEENG-7525","article-title":"Reliability-oriented route generation algorithm for multimodal transport: A perspective from supply chain reliability enhancement","volume":"149","author":"Fu","year":"2023","journal-title":"Journal of Transportation Engineering Part a-Systems"},{"key":"10.1016\/j.cie.2026.112171_b0065","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/j.rsma.2025.104097","article-title":"Optimization of domestic inland transportation routes for imported iron ore with the consideration of carbon costs - a case study of central China","volume":"83","author":"Ge","year":"2025","journal-title":"Regional Studies in Marine Science"},{"issue":"6","key":"10.1016\/j.cie.2026.112171_b0070","doi-asserted-by":"crossref","first-page":"21","DOI":"10.3390\/systems12060212","article-title":"Modeling a multimodal routing problem with flexible time window in a multi-uncertainty environment","volume":"12","author":"Ge","year":"2024","journal-title":"Systems"},{"key":"10.1016\/j.cie.2026.112171_b0075","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.cor.2024.106676","article-title":"Collaborative optimization of routing and storage strategy of multi-period multimodal transport in an uncertain environment","volume":"167","author":"Guo","year":"2024","journal-title":"Computers & Operations Research"},{"issue":"Suppl 1","key":"10.1016\/j.cie.2026.112171_b0080","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/s40171-025-00438-y","article-title":"Integrating industry 4.0 with circular economy approach for sustainable and flexible manufacturing systems","volume":"26","author":"Gupta","year":"2025","journal-title":"Global Journal of Flexible Systems Management"},{"key":"10.1016\/j.cie.2026.112171_b0085","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.jclepro.2025.145341","article-title":"Optimization and implementation strategy for low-carbon multimodal transport routes: A collaborative approach between government and transport enterprises","volume":"502","author":"Hu","year":"2025","journal-title":"Journal of Cleaner Production"},{"issue":"1","key":"10.1016\/j.cie.2026.112171_b0090","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1057\/s41599-025-05087-1","article-title":"Government subsidy-penalty strategy to promote low-carbon multimodal transportation using dynamic-static combination mechanism","volume":"12","author":"Hu","year":"2025","journal-title":"Humanities & Social Sciences Communications"},{"key":"10.1016\/j.cie.2026.112171_b0095","unstructured":"International Carbon Action, P. (2024). Emissions Trading Worldwide: Status Report 2024. Retrieved from https:\/\/icapcarbonaction.com."},{"key":"10.1016\/j.cie.2026.112171_b0100","doi-asserted-by":"crossref","unstructured":"International Energy, A. (2021). Net Zero by 2050: A Roadmap for the Global Energy Sector. Retrieved from https:\/\/www.iea.org\/reports\/net-zero-by-2050.","DOI":"10.1787\/c8328405-en"},{"issue":"1","key":"10.1016\/j.cie.2026.112171_b0105","first-page":"160","article-title":"Toward Supply Chain 5.0: An integrated multi-criteria decision-making models for sustainable and resilience enterprise","volume":"7","author":"Ismail","year":"2024","journal-title":"Decision Making: Applications in Management and Engineering"},{"issue":"5","key":"10.1016\/j.cie.2026.112171_b0110","doi-asserted-by":"crossref","first-page":"1683","DOI":"10.1080\/00207543.2022.2118892","article-title":"The Industry 5.0 framework: Viability-based integration of the resilience, sustainability, and human-centricity perspectives","volume":"61","author":"Ivanov","year":"2023","journal-title":"International Journal of Production Research"},{"key":"10.1016\/j.cie.2026.112171_b0115","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/j.trd.2014.05.014","article-title":"The green ship routing and scheduling problem (GSRSP): A conceptual approach","volume":"31","author":"Kontovas","year":"2014","journal-title":"Transportation Research Part D-Transport and Environment"},{"issue":"8","key":"10.1016\/j.cie.2026.112171_b0120","doi-asserted-by":"crossref","first-page":"9930","DOI":"10.1002\/bse.70104","article-title":"Advancing sustainability through Supply Chain 5.0 adoption: An analysis of influential challenges through GINA","volume":"34","author":"Kumar","year":"2025","journal-title":"Business Strategy and the Environment"},{"key":"10.1016\/j.cie.2026.112171_b0125","article-title":"Human centric innovation at the heart of industry 5.0-exploring research challenges and opportunities","volume":"33","author":"Li","year":"2025","journal-title":"International Journal of Production Research"},{"key":"10.1016\/j.cie.2026.112171_b0130","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1016\/j.jclepro.2020.121316","article-title":"Integrated optimization of railway freight operation planning and pricing based on carbon emission reduction policies","volume":"263","author":"Li","year":"2020","journal-title":"Journal of Cleaner Production"},{"key":"10.1016\/j.cie.2026.112171_b0135","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/j.oceaneng.2024.119844","article-title":"Ship appointment scheduling for lockage operations of waterway transport with non-punctual arrivals","volume":"315","author":"Liu","year":"2025","journal-title":"Ocean Engineering"},{"key":"10.1016\/j.cie.2026.112171_b0140","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1016\/j.cor.2020.105172","article-title":"Multi-route planning of multimodal transportation for oversize and heavyweight cargo based on reconstruction","volume":"128","author":"Luo","year":"2021","journal-title":"Computers & Operations Research"},{"key":"10.1016\/j.cie.2026.112171_b0145","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1016\/j.trd.2016.10.033","article-title":"Multi-period planning of closed-loop supply chain with carbon policies under uncertainty","volume":"51","author":"Mohammed","year":"2017","journal-title":"Transportation Research Part D-Transport and Environment"},{"issue":"2","key":"10.1016\/j.cie.2026.112171_b0150","doi-asserted-by":"crossref","first-page":"608","DOI":"10.1108\/BIJ-03-2023-0196","article-title":"Industry 5.0 and sustainable manufacturing: A systematic literature review","volume":"32","author":"Narkhede","year":"2025","journal-title":"Benchmarking-an International Journal"},{"key":"10.1016\/j.cie.2026.112171_b0155","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.eswa.2022.119267","article-title":"Towards a responsive supply chain based on the industry 5.0 dimensions: A novel decision-making method*","volume":"213","author":"Nayeri","year":"2023","journal-title":"Expert Systems with Applications"},{"key":"10.1016\/j.cie.2026.112171_b0160","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.trd.2024.104225","article-title":"Carbon emissions trading in ground transportation: Status quo, policy analysis, and outlook","volume":"131","author":"Peng","year":"2024","journal-title":"Transportation Research Part D-Transport and Environment"},{"issue":"7","key":"10.1016\/j.cie.2026.112171_b0165","doi-asserted-by":"crossref","first-page":"835","DOI":"10.1080\/03088839.2022.2057608","article-title":"A deep learning approach for port congestion estimation and prediction","volume":"50","author":"Peng","year":"2023","journal-title":"Maritime Policy & Management"},{"key":"10.1016\/j.cie.2026.112171_b0170","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1016\/j.tre.2020.102188","article-title":"Multimodal hub network design with flexible routes","volume":"146","author":"Real","year":"2021","journal-title":"Transportation Research Part E-Logistics and Transportation Review"},{"key":"10.1016\/j.cie.2026.112171_b0175","doi-asserted-by":"crossref","unstructured":"Rozanec, J. M., Novalija, I., Zajec, P., Kenda, K., Ghinani, H. T., Suh, S., . . . Soldatos, J. (2025). Human-centric artificial intelligence architecture for industry 5.0 applications (vol 61, pg 6847, 2022). International Journal of Production Research, 63(21), 8124-8124. doi:10.1080\/00207543.2025.2556520.","DOI":"10.1080\/00207543.2022.2138611"},{"key":"10.1016\/j.cie.2026.112171_b0180","article-title":"A time-dependent fuzzy programming approach for the green multimodal routing problem with rail service capacity uncertainty and road traffic congestion","volume":"22","author":"Sun","year":"2018","journal-title":"Complexity"},{"key":"10.1016\/j.cie.2026.112171_b0185","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1016\/j.tre.2025.104193","article-title":"Routing and adopting of green technology in road freight transportation under the carbon cap-and-trade scheme","volume":"203","author":"Tan","year":"2025","journal-title":"Transportation Research Part E-Logistics and Transportation Review"},{"issue":"3","key":"10.1016\/j.cie.2026.112171_b0190","doi-asserted-by":"crossref","DOI":"10.1007\/s43069-023-00234-3","article-title":"Towards Supply Chain 5.0: Redesigning supply chains as resilient, sustainable, and human-centric systems in a post-pandemic world","volume":"4","author":"Villar","year":"2023","journal-title":"Operations Research Forum"},{"key":"10.1016\/j.cie.2026.112171_b0195","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.rtbm.2025.101559","article-title":"Analysis of government taxation methods and maritime companies' strategies under emission-reduction incentives","volume":"64","author":"Wang","year":"2026","journal-title":"Research in Transportation Business and Management"},{"key":"10.1016\/j.cie.2026.112171_b0200","unstructured":"World, B. (2024). State and Trends of Carbon Pricing 2024. Retrieved from https:\/\/openknowledge.worldbank.org\/handle\/10986\/41544."},{"key":"10.1016\/j.cie.2026.112171_b0205","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1016\/j.ocecoaman.2024.107361","article-title":"Optimization of shipping freight forwarding services considering consumer rebates under the impact of carbon tax policy","volume":"258","author":"Wu","year":"2024","journal-title":"Ocean & Coastal Management"},{"key":"10.1016\/j.cie.2026.112171_b0210","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.tranpol.2025.01.027","article-title":"Transition of multimodal transport network under different carbon price scenarios","volume":"164","author":"Yin","year":"2025","journal-title":"Transport Policy"},{"key":"10.1016\/j.cie.2026.112171_b0215","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.tra.2024.104066","article-title":"A low-carbon transportation network: Collaborative effects of a rail freight subsidy and carbon trading mechanism","volume":"184","author":"Yin","year":"2024","journal-title":"Transportation Research Part a-Policy and Practice"},{"key":"10.1016\/j.cie.2026.112171_b0220","article-title":"Supply chain 5.0 digitalization: An integrated approach for risk assessment","volume":"30","author":"Zekhnini","year":"2024","journal-title":"Management Decision"},{"issue":"1","key":"10.1016\/j.cie.2026.112171_b0225","doi-asserted-by":"crossref","first-page":"20","DOI":"10.3390\/electronics15010005","article-title":"Robust low-carbon multimodal transport route optimization for containers under dual uncertainty: A proximal policy optimization approach","volume":"15","author":"Zhang","year":"2025","journal-title":"Electronics"},{"key":"10.1016\/j.cie.2026.112171_b0230","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.jtrangeo.2026.104587","article-title":"Multimodal transport path planning for New International Land-Sea Trade Corridor of China based on deep reinforcement learning","volume":"132","author":"Zhang","year":"2026","journal-title":"Journal of Transport Geography"},{"key":"10.1016\/j.cie.2026.112171_b0235","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.cie.2022.108638","article-title":"Modelling an improved ship appointment system for lockage operations of waterway transport","volume":"172","author":"Zhao","year":"2022","journal-title":"Computers & Industrial Engineering"},{"key":"10.1016\/j.cie.2026.112171_b0240","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.rsma.2025.104115","article-title":"Impact of subsidy strategies on the optimization of container intermodal transport route selection","volume":"84","author":"Zhou","year":"2025","journal-title":"Regional Studies in Marine Science"}],"container-title":["Computers &amp; Industrial Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0360835226003724?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0360835226003724?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T14:37:50Z","timestamp":1785508670000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0360835226003724"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,9]]},"references-count":48,"alternative-id":["S0360835226003724"],"URL":"https:\/\/doi.org\/10.1016\/j.cie.2026.112171","relation":{},"ISSN":["0360-8352"],"issn-type":[{"value":"0360-8352","type":"print"}],"subject":[],"published":{"date-parts":[[2026,9]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Towards the vision of Supply Chain 5.0: an intelligent and sustainable approach for multimodal transport routing","name":"articletitle","label":"Article Title"},{"value":"Computers & Industrial Engineering","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.cie.2026.112171","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"112171"}}