Abstract
In the current paper we take a different approach to a particular capacitated two-stage fixed-charge transportation problem proposing an efficient hybrid Iterated Local Search (HILS) procedure as a means of solving the above-mentioned problem. Our approach is a heuristic one; it constructs an initial solution while using a local search procedure whose aim is to increase the exploration, namely a perturbation mechanism. For the purpose of diversifying the search, a neighborhood structure is used to hybridize it. The preliminary computational results that we achieved stand as proof to the fact that the solution we propose yields high-quality solutions within reasonable running-times.
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References
Geoffrion, A.M., Graves, G.W.: Multicommodity distribution system design by Benders decomposition. Manag. Sci. 20, 822–844 (1974)
Molla-Alizadeh-Zavardehi, S., Hajiaghaei-Kesteli, M., Tavakkoli-Moghaddam, R.: Solving a capacitated fixed-cost transportation problem by artificial immune and genetic algorithms with a Prüfer number representation. Expert Syst. Appl. 38, 10462–10474 (2011)
Pintea, C.-M., Sitar, C.P., Hajdu-Macelaru, M., Petrica, P.: A hybrid classical approach to a fixed-charged transportation problem. In: Corchado, E., Snášel, V., Abraham, A., Woźniak, M., Graña, M., Cho, S.-B. (eds.) HAIS 2012. LNCS (LNAI), vol. 7208, pp. 557–566. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-28942-2_50
Pintea, C.-M., Pop, P.C., Hajdu-Măcelaru, M.: Classical hybrid approaches on a transportation problem with gas emissions constraints. Adv. Intell. Soft Comput. 188, 449–458 (2013)
Pintea, C.M., Pop, P.C.: An improved hybrid algorithm for capacitated fixed-charge transportation problem. Log. J. IJPL 23(3), 369–378 (2015)
Pop, P.C., Pintea, C.-M., Pop Sitar, C., Hajdu-Macelaru, M.: An efficient reverse distribution system for solving sustainable supply chain network design problem. J. Appl. Log. 13(2), 105–113 (2015)
Pop, P.C., Matei, O., Pop Sitar, C., Zelina, I.: A hybrid based genetic algorithm for solving a capacitated fixed-charge transportation problem. Carpathian J. Math. 32(2), 225–232 (2016)
Santibanez-Gonzalez, E., Del, R., Robson Mateus, G., Pacca Luna, H.: Solving a public sector sustainable supply chain problem: a Genetic Algorithm approach. In: Proceedings of International Conference of Artificial Intelligence (ICAI), Las Vegas, USA, pp. 507–512 (2011)
El-Sherbiny, M.M.: Comments on “Solving a capacitated fixed-cost transportation problem by artificial immune and genetic algorithms with a Prüfer number representation” by Molla-Alizadeh-Zavardehi, S., et al. Expert Systems with Applications (2011). Expert Syst. Appl. 39, 11321–11322 (2012)
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Cosma, O., Pop, P., Oliviu, M., Zelina, I. (2018). A Hybrid Iterated Local Search for Solving a Particular Two-Stage Fixed-Charge Transportation Problem. In: de Cos Juez, F., et al. Hybrid Artificial Intelligent Systems. HAIS 2018. Lecture Notes in Computer Science(), vol 10870. Springer, Cham. https://doi.org/10.1007/978-3-319-92639-1_57
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DOI: https://doi.org/10.1007/978-3-319-92639-1_57
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