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The development of a decision support system in multimodal transportation routing within Greater Mekong sub-region countries

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  • Kengpol, Athakorn
  • Meethom, Warapoj
  • Tuominen, Markku

Abstract

The objective of this research is to develop a decision support system (DSS) which can accommodate evaluation models to optimise multimodal transportation routing within Greater Mekong sub-region countries (GMS). This model is the combination of a number of models, the Analytic Hierarchy Process (AHP) which can help to bring consistency weight whose decision criteria – both quantitative and qualitative – are expressed in subjective measures according to the point of view of users. The quantitative factors are found by multimodal transport cost model and qualitative factors by using factor analysis. Then, it is followed by the Zero-One Goal Programming (ZOGP) which can integrate weights from the AHP to achieve an optimal multimodal transportation routing based upon user constraints. The analysis results, software developed, recommendations and limitations are also presented.

Suggested Citation

  • Kengpol, Athakorn & Meethom, Warapoj & Tuominen, Markku, 2012. "The development of a decision support system in multimodal transportation routing within Greater Mekong sub-region countries," International Journal of Production Economics, Elsevier, vol. 140(2), pages 691-701.
    • Handle: RePEc:eee:proeco:v:140:y:2012:i:2:p:691-701
    DOI: 10.1016/j.ijpe.2011.02.024
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    1. Hallikas, Jukka & Karvonen, Iris & Pulkkinen, Urho & Virolainen, Veli-Matti & Tuominen, Markku, 2004. "Risk management processes in supplier networks," International Journal of Production Economics, Elsevier, vol. 90(1), pages 47-58, July.
    2. Badri, Masood A., 2001. "A combined AHP-GP model for quality control systems," International Journal of Production Economics, Elsevier, vol. 72(1), pages 27-40, June.
    3. Lozano, Angelica & Storchi, Giovanni, 2001. "Shortest viable path algorithm in multimodal networks," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(3), pages 225-241, March.
    4. Kengpol, Athakorn, 2004. "Design of a decision support system to evaluate the investment in a new distribution centre," International Journal of Production Economics, Elsevier, vol. 90(1), pages 59-70, July.
    5. Schniederjans, Marc J. & Garvin, Tim, 1997. "Using the analytic hierarchy process and multi-objective programming for the selection of cost drivers in activity-based costing," European Journal of Operational Research, Elsevier, vol. 100(1), pages 72-80, July.
    6. Tsai, Ming-Chih & Su, Chin-Hui, 2005. "Political risk assessment of five East Asian ports--the viewpoints of global carriers," Marine Policy, Elsevier, vol. 29(4), pages 291-298, July.
    7. Kengpol, Athakorn & Tuominen, Markku, 2006. "A framework for group decision support systems: An application in the evaluation of information technology for logistics firms," International Journal of Production Economics, Elsevier, vol. 101(1), pages 159-171, May.
    8. Kengpol, Athakorn & O'Brien, Christopher, 2001. "The development of a decision support tool for the selection of advanced technology to achieve rapid product development," International Journal of Production Economics, Elsevier, vol. 69(2), pages 177-191, January.
    9. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    10. Humphreys, P. K. & Li, W. L. & Chan, L. Y., 2004. "The impact of supplier development on buyer-supplier performance," Omega, Elsevier, vol. 32(2), pages 131-143, April.
    11. Bookbinder, James H. & Fox, Neil S., 1998. "Intermodal routing of Canada-Mexico shipments under NAFTA," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 34(4), pages 289-303, December.
    12. Kengpol, Athakorn, 2008. "Design of a decision support system to evaluate logistics distribution network in Greater Mekong Subregion Countries," International Journal of Production Economics, Elsevier, vol. 115(2), pages 388-399, October.
    13. Hallikas, Jukka & Virolainen, Veli-Matti & Tuominen, Markku, 2002. "Risk analysis and assessment in network environments: A dyadic case study," International Journal of Production Economics, Elsevier, vol. 78(1), pages 45-55, July.
    14. Ho, William, 2008. "Integrated analytic hierarchy process and its applications - A literature review," European Journal of Operational Research, Elsevier, vol. 186(1), pages 211-228, April.
    15. Monzón, Andrés & Rodriguez-Dapena, Alvaro, 2006. "Choice of mode of transport for long-distance trips: Solving the problem of sparse data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(7), pages 587-601, August.
    16. Choi, Tsan-Ming & Chow, Pui-Sze, 2008. "Mean-variance analysis of Quick Response Program," International Journal of Production Economics, Elsevier, vol. 114(2), pages 456-475, August.
    17. Ham, Heejoo & Kim, Tschangho John & Boyce, David, 2005. "Implementation and estimation of a combined model of interregional, multimodal commodity shipments and transportation network flows," Transportation Research Part B: Methodological, Elsevier, vol. 39(1), pages 65-79, January.
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