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Freight transport network design using particle swarm optimisation in supply chain–transport supernetwork equilibrium

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  • Yamada, Tadashi
  • Febri, Zukhruf

Abstract

This paper presents a discrete network design problem for optimally designing freight transport network in terms of the efficiency of supply chain. Modelling is undertaken within the framework of mathematical programmes with equilibrium constraints, which first incorporates both supply chain and transport networks explicitly. The upper level determines the best set of actions for transport network improvement, while the lower-level decision is based on a supply chain–multimodal transport supernetwork equilibrium. New variants of particle swarm optimisation are developed to approximately solve the upper level. Numerical tests reveal their superior performance and the effective freight transport-related actions.

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  • Yamada, Tadashi & Febri, Zukhruf, 2015. "Freight transport network design using particle swarm optimisation in supply chain–transport supernetwork equilibrium," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 75(C), pages 164-187.
  • Handle: RePEc:eee:transe:v:75:y:2015:i:c:p:164-187
    DOI: 10.1016/j.tre.2015.01.001
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    1. Joseph Chow & Choon Yang & Amelia Regan, 2010. "State-of-the art of freight forecast modeling: lessons learned and the road ahead," Transportation, Springer, vol. 37(6), pages 1011-1030, November.
    2. Arnold, Pierre & Peeters, Dominique & Thomas, Isabelle, 2004. "Modelling a rail/road intermodal transportation system," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(3), pages 255-270, May.
    3. Meng, Qiang & Huang, Yi Kai & Cheu, Ruey Long, 2007. "A note on supply chain network equilibrium models," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(1), pages 60-71, January.
    4. Hau L. Lee & Shu Ming Ng, 1997. "Introduction To The Special Issue On Global Supply Chain Management," Production and Operations Management, Production and Operations Management Society, vol. 6(3), pages 191-192, September.
    5. T. L. Magnanti & R. T. Wong, 1984. "Network Design and Transportation Planning: Models and Algorithms," Transportation Science, INFORMS, vol. 18(1), pages 1-55, February.
    6. Mingyuan Chen & Attahiru Sule Alfa, 1991. "A Network Design Algorithm Using a Stochastic Incremental Traffic Assignment Approach," Transportation Science, INFORMS, vol. 25(3), pages 215-224, August.
    7. Apivatanagul, Pruttipong & Regan, Amelia C., 2010. "Long haul freight network design using shipper-carrier freight flow prediction: A California network improvement case study," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(4), pages 507-519, July.
    8. Hammond, David & Beullens, Patrick, 2007. "Closed-loop supply chain network equilibrium under legislation," European Journal of Operational Research, Elsevier, vol. 183(2), pages 895-908, December.
    9. Calthrop, Edward & De Borger, Bruno & Proost, Stef, 2010. "Cost-benefit analysis of transport investments in distorted economies," Transportation Research Part B: Methodological, Elsevier, vol. 44(7), pages 850-869, August.
    10. Teodor Gabriel Crainic & Michael Florian & José-Eugenio Léal, 1990. "A Model for the Strategic Planning of National Freight Transportation by Rail," Transportation Science, INFORMS, vol. 24(1), pages 1-24, February.
    11. Nagurney, Anna & Dong, June & Zhang, Ding, 2002. "A supply chain network equilibrium model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 38(5), pages 281-303, September.
    12. Laura Rock Kopczak, 1997. "Logistics Partnerships And Supply Chain Restructuring: Survey Results From The U.S. Computer Industry," Production and Operations Management, Production and Operations Management Society, vol. 6(3), pages 226-247, September.
    13. Tadashi Yamada & Bona Frazila Russ & Jun Castro & Eiichi Taniguchi, 2009. "Designing Multimodal Freight Transport Networks: A Heuristic Approach and Applications," Transportation Science, INFORMS, vol. 43(2), pages 129-143, May.
    14. Gao, Ziyou & Wu, Jianjun & Sun, Huijun, 2005. "Solution algorithm for the bi-level discrete network design problem," Transportation Research Part B: Methodological, Elsevier, vol. 39(6), pages 479-495, July.
    15. Poorzahedy, Hossain & Turnquist, Mark A., 1982. "Approximate algorithms for the discrete network design problem," Transportation Research Part B: Methodological, Elsevier, vol. 16(1), pages 45-55, February.
    16. Luathep, Paramet & Sumalee, Agachai & Lam, William H.K. & Li, Zhi-Chun & Lo, Hong K., 2011. "Global optimization method for mixed transportation network design problem: A mixed-integer linear programming approach," Transportation Research Part B: Methodological, Elsevier, vol. 45(5), pages 808-827, June.
    17. Bristow, A. L. & Nellthorp, J., 2000. "Transport project appraisal in the European Union," Transport Policy, Elsevier, vol. 7(1), pages 51-60, January.
    18. Yamada, Tadashi & Imai, Koji & Nakamura, Takamasa & Taniguchi, Eiichi, 2011. "A supply chain-transport supernetwork equilibrium model with the behaviour of freight carriers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(6), pages 887-907.
    19. Roh, James & Hong, Paul & Min, Hokey, 2014. "Implementation of a responsive supply chain strategy in global complexity: The case of manufacturing firms," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 198-210.
    20. Gunasekaran, Angappa & Lai, Kee-hung & Edwin Cheng, T.C., 2008. "Responsive supply chain: A competitive strategy in a networked economy," Omega, Elsevier, vol. 36(4), pages 549-564, August.
    21. Harker, Patrick T. & Friesz, Terry L., 1986. "Prediction of intercity freight flows, I: Theory," Transportation Research Part B: Methodological, Elsevier, vol. 20(2), pages 139-153, April.
    22. Ukkusuri, Satish V. & Patil, Gopal, 2009. "Multi-period transportation network design under demand uncertainty," Transportation Research Part B: Methodological, Elsevier, vol. 43(6), pages 625-642, July.
    23. Harker, Patrick T. & Friesz, Terry L., 1986. "Prediction of intercity freight flows, II: Mathematical formulations," Transportation Research Part B: Methodological, Elsevier, vol. 20(2), pages 155-174, April.
    24. Poorzahedy, Hossain & Rouhani, Omid M., 2007. "Hybrid meta-heuristic algorithms for solving network design problem," European Journal of Operational Research, Elsevier, vol. 182(2), pages 578-596, October.
    25. Meng, Qiang & Huang, Yikai & Cheu, Ruey Long, 2009. "Competitive facility location on decentralized supply chains," European Journal of Operational Research, Elsevier, vol. 196(2), pages 487-499, July.
    26. Damart, Sébastien & Roy, Bernard, 2009. "The uses of cost-benefit analysis in public transportation decision-making in France," Transport Policy, Elsevier, vol. 16(4), pages 200-212, August.
    27. Jacques Guélat & Michael Florian & Teodor Gabriel Crainic, 1990. "A Multimode Multiproduct Network Assignment Model for Strategic Planning of Freight Flows," Transportation Science, INFORMS, vol. 24(1), pages 25-39, February.
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