Modelando o projeto logístico de uma indústria multicommodity
Modeling the logistics design of a multi-commodity industry
Everton da Silveira Farias; Denis Borenstein
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Abstract
Abstract:: This paper presents two different mathematical formulations for the Supply Chain Network Design of a company responsible for producing and distributing multi-commodity products. Investments in a new manufacturing plant required the readjustment of the company’s logistics project, with a necessary re-structuring of the raw materials and finished product flows and the possibility of opening new distribution centers. (DCs). The supply chain was modeled using a formulation in mixed linear integer programming, in which the facilities are represented by nodes and the links by the arcs. The computer implementations were performed using OPL and results obtained by CPLEX© solver. The implemented models was validated by a series of computational experiments. We incorporated studies to identify the market demands (market shares) and transportation costs in order to enable the application of models to the company's problem. The application of the models allowed several decisions concerning the initial project of the company to be performed by the project team.
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Referencias
Alonso-Ayuso, A., Escudero, L. F., Garin, A., Ortuño, M. T., & Pérez, G. (2003). An approach for strategic supply chain planning under uncertainty based of stochastic 0-1 programming. Journal of Global Optimization, 26(1), 97-124. http://dx.doi.org/10.1023/A:1023071216923.
Ballou, R. (2006). Gerenciamento da cadeia de suprimentos (5. ed.). Porto Alegre: Bookman.
Bowersox, D. J., Closs, D. J., & Cooper, M. B. (2006). Gestão logística de cadeias de suprimentos. Porto Alegre: Bookman.
Cole, M. H. (1995). Service considerations and the design of strategic distribution systems (Tese de doutorado). Georgia Institute of Technology, Atlanta.
Geoffrion, A. M., & Graves, G. W. (1974). Multicommodity distribution system design by benders decomposition. Management Science, 20(5), 822-844. http://dx.doi.org/10.1287/mnsc.20.5.822.
Geoffrion, A. M., & Powers, R. F. (1995). Twenty years of strategic distribution system design: an evolutionary perspective. Interfaces, 25(5), 105-128. http://dx.doi.org/10.1287/inte.25.5.105.
Golmohammadi, V., Afshari, H., Hasanzadeh, A., & Rahimi, M. (2010). A heuristic approach for designing a distribution network in a supply chain system. African Journal of Business Management, 4(3), 308-311.
Jang, Y. J., Jang, S. Y., Chang, B. M., & Park, J. (2002). A combined model of network design and production/distribution planning for a supply network. Computers & Industrial Engineering, 43(1-2), 269-281. http://dx.doi.org/10.1016/S0360-8352(02)00074-8.
Jayaraman, V., & Pirkul, H. (2001). Planning and coordination of production and distribution facilities for multiple commodity. European Journal of Operational Research, 133(2), 394-408. http://dx.doi.org/10.1016/S0377-2217(00)00033-3.
Lee, Y. H., & Kwon, S. G. (2010). The hybrid planning algorithm for the distribution center operation using tabu search and decomposed optimization. Expert Systems with Applications, 37(4), 3093-3103. http://dx.doi.org/10.1016/j.eswa.2009.09.020.
Li, J., Chu, F., & Prins, C. (2009). Lower and upper bounds for a capacitated plan location problem with multicommodity flow. Computers & Operations Research, 36(11), 3019-3030. http://dx.doi.org/10.1016/j.cor.2009.01.012.
Ma, H., & Suo, C. (2006). A model for designing multiple products logistics networks. International Journal of Physical Distribution & Logistics Management, 36(2), 127-135. http://dx.doi.org/10.1108/09600030610656440.
Papageorgiou, G. E., Rotstein, G. E., & Shah, N. (2001). Strategic supply chain optimization for the pharmaceutical industries. Industrial & Engineering Chemistry Research, 40(1), 275-286. http://dx.doi.org/10.1021/ie990870t.
Park, Y. B. (2005). An integrated approach for production and distribution planning in supply chain management. International Journal of Production Research, 43(6), 1205-1224. http://dx.doi.org/10.1080/00207540412331327718.
Pirkul, H., & Jayaraman, V. (1996). Distribution planning in a multi-commodity tri-echelon system. Transportation Science, 30(4), 291-302. http://dx.doi.org/10.1287/trsc.30.4.291.
Pirkul, H., & Jayaraman, V. (1998). A multi-commodity, multi-plant, capacitated facility location problem: formulation and efficient heuristic solution. Computers & Operations Research, 25(10), 869-878. http://dx.doi.org/10.1016/S0305-0548(97)00096-8.
Shen, Z. J. (2005). A multi-commodity supply chain design problem. Institute of Industrial Engineers Transactions, 37, 753-762.
Vidal, C. J., & Goetschalckx, M. (1997). Strategic production-distribution models: a critical review with emphasis on global supply chain models. European Journal of Operational Research, 98(1), 1-18. http://dx.doi.org/10.1016/S0377-2217(97)80080-X.
Vidal, C. J., & Goetschalckx, M. (2001). A global supply chain model with transfer pricing and transportation cost allocation. European Journal of Operational Research, 129(1), 134-158. http://dx.doi.org/10.1016/S0377-2217(99)00431-2.
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