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Transportation network optimization for the movement of indigenous goods in Amazonian Ecuador

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  • Kelley, Jason
  • Kuby, Michael
  • Sierra, Rodrigo

Abstract

This paper presents an unusual case study and a new network optimization model for transportation of agricultural products in a largely roadless region of Amazonian Ecuador. One proposed sustainable economic development strategy to help protect the biodiversity and indigenous cultures of this region is to grow and transport locally produced organic crops to markets outside the region. Transportation options include for-hire modes such as small planes that can land at grass airstrips and truck transport available from only one node. Other options include self-owned modes such as motorized canoes, which can be purchased and based at certain villages for use on a few navigable rivers. To analyze this unique logistics problem, this paper develops a hybrid mixed-integer linear programming model combining elements from cost-minimizing multimodal network flow models and location–routing models with vehicle-capacity constraints. Because of the small volumes shipped, the keys to minimizing transport costs for both for-hire and self-owned modes are the economies of scale of larger vehicles as well as high utilization of the capacity of those vehicles. The model solves for optimal modes, sizes, routes, bases, stops, and volumes, as well as location of storage and transshipment facilities. The five different scenarios demonstrate the substantial cost savings achievable with network optimization as opposed to direct routing from each community. This type of model could be adapted to help address logistics problems facing other inaccessible regions in mountainous, polar, or rainforest ecosystems.

Suggested Citation

  • Kelley, Jason & Kuby, Michael & Sierra, Rodrigo, 2013. "Transportation network optimization for the movement of indigenous goods in Amazonian Ecuador," Journal of Transport Geography, Elsevier, vol. 28(C), pages 89-100.
  • Handle: RePEc:eee:jotrge:v:28:y:2013:i:c:p:89-100
    DOI: 10.1016/j.jtrangeo.2012.11.006
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    as
    1. Perl, Jossef & Daskin, Mark S., 1985. "A warehouse location-routing problem," Transportation Research Part B: Methodological, Elsevier, vol. 19(5), pages 381-396, October.
    2. Alex Orden, 1956. "The Transhipment Problem," Management Science, INFORMS, vol. 2(3), pages 276-285, April.
    3. Ratick, Samuel J. & Osleeb, Jeffrey P. & Hozumi, Dai, 2009. "Application and extension of the Moore and ReVelle Hierarchical Maximal Covering Model," Socio-Economic Planning Sciences, Elsevier, vol. 43(2), pages 92-101, June.
    4. Laporte, Gilbert & Nobert, Yves, 1981. "An exact algorithm for minimizing routing and operating costs in depot location," European Journal of Operational Research, Elsevier, vol. 6(2), pages 224-226, February.
    5. Mina, Hokey & Jayaraman, Vaidyanathan & Srivastava, Rajesh, 1998. "Combined location-routing problems: A synthesis and future research directions," European Journal of Operational Research, Elsevier, vol. 108(1), pages 1-15, July.
    6. Hicks, J.F. & Daly, H.E. & Davis, S.H. & De Feitas, M.D.L., 1990. "Ecuador'S Amazon Region: Development Issues And Options," World Bank - Discussion Papers 75, World Bank.
    7. Patrick Jaillet, 1988. "A Priori Solution of a Traveling Salesman Problem in Which a Random Subset of the Customers Are Visited," Operations Research, INFORMS, vol. 36(6), pages 929-936, December.
    8. Michael Kuby & Shi Qingqi & Thawat Watanatada & Sun Xufei & Xie Zhijun & Cao Wei & Zhang Chuntai & Zhou Dadi & Yu Xiaodong & Peter Cook & Terry Friesz & Susan Neuman & Lin Fatang & Rong Qiang & Wang X, 1995. "Planning China's Coal and Electricity Delivery System," Interfaces, INFORMS, vol. 25(1), pages 41-68, February.
    9. Laporte, Gilbert & Louveaux, Francois & Mercure, Helene, 1989. "Models and exact solutions for a class of stochastic location-routing problems," European Journal of Operational Research, Elsevier, vol. 39(1), pages 71-78, March.
    10. Nagy, Gabor & Salhi, Said, 2007. "Location-routing: Issues, models and methods," European Journal of Operational Research, Elsevier, vol. 177(2), pages 649-672, March.
    11. Bookbinder, James H. & Reece, Kathleen E., 1988. "Vehicle routing considerations in distribution system design," European Journal of Operational Research, Elsevier, vol. 37(2), pages 204-213, November.
    12. Oppong, Joseph R., 1996. "Accommodating the rainy season in Third World location-allocation applications," Socio-Economic Planning Sciences, Elsevier, vol. 30(2), pages 121-137, June.
    13. Matisziw, Timothy C. & Lee, Chieh-Lung & Grubesic, Tony H., 2012. "An analysis of essential air service structure and performance," Journal of Air Transport Management, Elsevier, vol. 18(1), pages 5-11.
    14. Gerard Rushton, 1984. "Use of Location-Allocation Models for Improving the Geographical Accessibility of Rural Services in Developing Countries," International Regional Science Review, , vol. 9(3), pages 217-240, December.
    15. Antonio Frangioni & Antonio Manca, 2006. "A Computational Study of Cost Reoptimization for Min-Cost Flow Problems," INFORMS Journal on Computing, INFORMS, vol. 18(1), pages 61-70, February.
    16. Gilbert Laporte & Yves Nobert & Serge Taillefer, 1988. "Solving a Family of Multi-Depot Vehicle Routing and Location-Routing Problems," Transportation Science, INFORMS, vol. 22(3), pages 161-172, August.
    17. Jacobsen, S. K. & Madsen, O. B. G., 1980. "A comparative study of heuristics for a two-level routing-location problem," European Journal of Operational Research, Elsevier, vol. 5(6), pages 378-387, December.
    18. Laporte, Gilbert & Nobert, Yves & Pelletier, Paul, 1983. "Hamiltonian location problems," European Journal of Operational Research, Elsevier, vol. 12(1), pages 82-89, January.
    19. Hansen, P. H. & Hegedahl, B. & Hjortkjaer, S. & Obel, B., 1994. "A heuristic solution to the warehouse location-routing problem," European Journal of Operational Research, Elsevier, vol. 76(1), pages 111-127, July.
    20. Lin, C.K.Y. & Kwok, R.C.W., 2006. "Multi-objective metaheuristics for a location-routing problem with multiple use of vehicles on real data and simulated data," European Journal of Operational Research, Elsevier, vol. 175(3), pages 1833-1849, December.
    21. Kuby, Michael J. & Gray, Robert Gordon, 1993. "The hub network design problem with stopovers and feeders: The case of Federal Express," Transportation Research Part A: Policy and Practice, Elsevier, vol. 27(1), pages 1-12, January.
    22. S-U Rahman & D K Smith, 1999. "Deployment of rural health facilities in a developing country," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(9), pages 892-902, September.
    23. Tuzun, Dilek & Burke, Laura I., 1999. "A two-phase tabu search approach to the location routing problem," European Journal of Operational Research, Elsevier, vol. 116(1), pages 87-99, July.
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