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A Sustainable Intermodal Location-Routing Optimization Approach: A Case Study of the Bohai Rim Region

Author

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  • Bing Han

    (School of Maritime Economics and Management, Dalian Maritime University, Dalian 116000, China
    Collaborative Innovation Center for Transport Studies, Dalian Maritime University, Dalian 116000, China)

  • Shanshan Shi

    (School of Maritime Economics and Management, Dalian Maritime University, Dalian 116000, China
    Collaborative Innovation Center for Transport Studies, Dalian Maritime University, Dalian 116000, China)

  • Haotian Gao

    (School of Maritime Economics and Management, Dalian Maritime University, Dalian 116000, China
    Collaborative Innovation Center for Transport Studies, Dalian Maritime University, Dalian 116000, China)

  • Yan Hu

    (Urban Planning and Transportation Group, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands)

Abstract

The optimal intermodal nodes and routes are two of the most challenging issues for intermodal participants. We present a two-phase approach that includes the fuzzy c-means clustering method (FCM) and a multi-objective optimization model to solve intermodal location-routing issues. A weighted sum technique and a genetic algorithm (GA) are designed to address this model. The two-phase approach is beneficial in meeting different market demand preferences of intermodal participants. It also has applications in solving the sustainable intermodal location-routing problems, further solving the network optimization problem in large-scale scenarios. A typical intermodal transport network in the Bohai Rim region is used to verify the effectiveness of this approach. The results provide references for the participants in the Bohai Rim region to choose the optimal intermodal nodes and routes. The findings also offer theoretical insights for optimizing intermodal networks in other regions of China, with goals of improving sustainable transport efficiencies.

Suggested Citation

  • Bing Han & Shanshan Shi & Haotian Gao & Yan Hu, 2022. "A Sustainable Intermodal Location-Routing Optimization Approach: A Case Study of the Bohai Rim Region," Sustainability, MDPI, vol. 14(7), pages 1-27, March.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:7:p:3987-:d:781378
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    References listed on IDEAS

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    1. Kaddani, Sami & Vanderpooten, Daniel & Vanpeperstraete, Jean-Michel & Aissi, Hassene, 2017. "Weighted sum model with partial preference information: Application to multi-objective optimization," European Journal of Operational Research, Elsevier, vol. 260(2), pages 665-679.
    2. Wang, Xinchang & Meng, Qiang, 2017. "Discrete intermodal freight transportation network design with route choice behavior of intermodal operators," Transportation Research Part B: Methodological, Elsevier, vol. 95(C), pages 76-104.
    3. Roso, Violeta & Woxenius, Johan & Lumsden, Kenth, 2009. "The dry port concept: connecting container seaports with the hinterland," Journal of Transport Geography, Elsevier, vol. 17(5), pages 338-345.
    4. Meraklı, Merve & Yaman, Hande, 2016. "Robust intermodal hub location under polyhedral demand uncertainty," Transportation Research Part B: Methodological, Elsevier, vol. 86(C), pages 66-85.
    5. Lam, Jasmine Siu Lee & Gu, Yimiao, 2016. "A market-oriented approach for intermodal network optimisation meeting cost, time and environmental requirements," International Journal of Production Economics, Elsevier, vol. 171(P2), pages 266-274.
    6. Zhao, Yiran & Yang, Zhongzhen & Haralambides, Hercules, 2019. "Optimizing the transport of export containers along China's coronary artery: The Yangtze River," Journal of Transport Geography, Elsevier, vol. 77(C), pages 11-25.
    7. Chia-Nan Wang & Nhat-Luong Nhieu & Yu-Chi Chung & Huynh-Tram Pham, 2021. "Multi-Objective Optimization Models for Sustainable Perishable Intermodal Multi-Product Networks with Delivery Time Window," Mathematics, MDPI, vol. 9(4), pages 1-25, February.
    8. Jing Chen & Pengfei Gui & Tao Ding & Sanggyun Na & Yingtang Zhou, 2019. "Optimization of Transportation Routing Problem for Fresh Food by Improved Ant Colony Algorithm Based on Tabu Search," Sustainability, MDPI, vol. 11(23), pages 1-22, November.
    9. Hamdi Giray Resat & Metin Turkay, 2019. "A bi-objective model for design and analysis of sustainable intermodal transportation systems: a case study of Turkey," International Journal of Production Research, Taylor & Francis Journals, vol. 57(19), pages 6146-6161, October.
    10. Mahdi Nasrollahi & Mohammad Reza Fathi & Naghmeh Sheikh Hassani, 2020. "Eco-innovation and cleaner production as sustainable competitive advantage antecedents: the mediating role of green performance," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 22(3), pages 388-407.
    11. Martine Mostert & An Caris & Sabine Limbourg, 2018. "Intermodal network design: a three-mode bi-objective model applied to the case of Belgium," Flexible Services and Manufacturing Journal, Springer, vol. 30(3), pages 397-420, September.
    12. Zheng Chang & Theo Notteboom & Jing Lu, 2015. "A two-phase model for dry port location with an application to the port of Dalian in China," Transportation Planning and Technology, Taylor & Francis Journals, vol. 38(4), pages 442-464, June.
    13. Wang, Yong & Peng, Shouguo & Zhou, Xuesong & Mahmoudi, Monirehalsadat & Zhen, Lu, 2020. "Green logistics location-routing problem with eco-packages," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    14. Elifcan Göçmen & Rızvan Erol, 2018. "The Problem of Sustainable Intermodal Transportation: A Case Study of an International Logistics Company, Turkey," Sustainability, MDPI, vol. 10(11), pages 1-16, November.
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