Consolidation Model Recommendation for Rice Distribution in Indonesian Bureau of Logistics (West Java Regional Division)

Fran Setiawan(1*), Loren Pratiwi(2), Elisa Ferdilia Wigono(3),

(1) Universitas Katolik Parahyangan
(2) Universitas Katolik Parahyangan
(3) 
(*) Corresponding Author
DOI: https://doi.org/10.23917/jiti.v19i2.11908

Abstract

BULOG (Indonesian Bureau of Logistics) Regional Division West Java is a state-owned public company that regulates and maintains a supply of rice in order to meet the needs of all Indonesian people. Currently, BULOG distributing rice from one SubDivre warehouse to another SubDivre warehouse (point-to-point system) so shipping costs are higher because the frequency of transportation used is higher and the total distance traveled is higher. To reduce the cost of distribution, we propose consolidation model based on hub and spoke network topology. Hub and spoke system is done by determining which points become the hubs and which points become the spoke. The problem in determining the location of the hub and spoke is known as the hub location problem. In this problem, single allocation p-hub median problem is used. We use AMPL to get the solution. Various number of hubs (5,6,7) are tested and evaluated based on total shipping cost. The number of hubs which gives the minimum total shipping cost is 7. Delivery system using the hub and spoke network model can reduce the total cost of distribution by 13,94%.

Keywords

consolidation; hub and spoke; hub location problem; p-hub median

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References

Alumur, S., & Kara, B.Y. (2007). Network Hub Location Problems: The State of The Art. European Journal of Operational Research, 190(1), 1-21. doi: 10.1016/j.ejor.2007.06.008

Badan Pusat Statistik. (2019). Rata-Rata Konsumsi per Kapita Seminggu Beberapa Macam Bahan Makanan Penting, 2007-2018. Jakarta: BPS.

Bektas, T. (2017). Freight Transport and Distribution: Concepts and Optimisation Models. Florida: CRC Press, Taylor and Francis Group.

Chopra, S., & Meindl, P. (2016). Supply Chain Management: Strategy, Planning, and Operation 6th Ed. New Jersey: Pearson Education Inc.

Correia, I., Nickel, S., & Saldanha-da-Gama, F. (2010). The Capacitated Single-Allocation Hub Location Problem Revisited: A Note on A Classical Formulation. European Journal of Operational Research, 207(1), 92-96. doi: 10.1016/j.ejor.2010.04.015

Ernst, A. T., & Krishnamoorthy, M. (1996). Efficient Algorithms for The Uncapacitated Single Allocation P-Hub Median Problem. Location Science, 4(3), 139-154. doi: 10.1016/S0966-8349(96)00011-3

Faharani, R.Z., Hekmatfar, M., Arabani, A.B., & Nikbakhsh, E. (2013). Hub Location Problem: A Review of Models, Classification, Solution Techniques, and Applications. Computers & Industrial Engineering, 64, 1096-1109.

Fernandez, S.A., Ferone, D., Juan, A.A., Silva, D.G., & Armas, J. (2017). A 2-Stage Biased-Randomized Iterated Local Search for the Uncapacitated Single Allocation p-Hub Median Problem. Transactions on Emerging Telecommunications Technologies 28.

Ghaffari-Nasab, N., Ghazanfari, M., & Teimoury, E. (2015). Hub-and-spoke logistics network design for third party logistics service providers. International Journal of Management Science and Engineering Management.

Ishfaq, R. & Sox, C. R. (2010). Intermodal Logistics: The Interplay of Financial, Operational and Service Issues. Transportation Research Part E, 46, 926-949.

Kartal, Z., Hasgul, S., & Ernst, A.T. (2017). Single Allocation p-Hub Median Location and Routing Problem with Simultaneous Pick-up and Delivery. Transportation Research Part E: Logistics and Transportation Review 108, 141-159. doi: 10.1016/j.tre.2017.10.004.

Lee, J.-H., & Moon, I. (2014). A Hybrid Hub-and-Spoke Postal Logistics Network with Realistic Restrictions: A Case Study of Korea Post. Expert Systems with Applications, 41, 5509-5519.

Marti, R., Corberan, A., & Peiro, J. (2015). Scatter Search for An Uncapacitated P-Hub Median Problem. Computers & Operations Research, 58, 53-66.

Narasimhan, S.L., McLeavey, D.W., & Billington, P.J. (1995). Production Planning and Inventory Control. New Jersey: Prentice-Hall.

Pujawan, I. N. (2017). Supply Chain Management, 3rd edition. Yogyakarta: Penerbit Andi.

Rodrigue, J. P. (2020). The Geography of Transport Systems 5th Ed. New York: Routledge.

Rostami, B., & Buchheim, C. (2017). The Uncapacitated Single Allocation p-Hub Median Problem with Stepwise Cost Function. Optimization Online: An Eprint Site for The Optimization Community, Mathematical Optimization Society.

Skorin-Kapov, D., Skorin-Kapov, J., & O’Kelly, M. (1996). Tight Linear Programming Relaxations of Uncapacitated P-Hub Median Problems: European Journal of Operational Research 94(3), 582-593. doi: 10.1016/0377-2217(95)00100-X

Stanimirovic, Z. (2010). A Genetic Algorithm Approach for The Capacitated Single Allocation P-Hub Median Problem. Computing and Informatics 29(1), 117-132.

Steadiseifi, M., Dellaert, N.P., Nutijen, W., Van Woensel, T., & Raoufi, R. (2014). Multimodal Freight Transportation Planning: A Literature Review. European Journal of Operational Research, 233 (1), 1-15.

Winston, W. L. (2003). Operations Research Applications and Algorithms 3rd Edition. California: Duxbury Press.

Yang, M., & Yang, G. (2017). Robust Optimization for The Single Allocation p-hub Median Problem under Discount Factor Uncertainty. Journal of Uncertain Systems 11(3), 230-240.

Zapfel, G., & Wasner, M. (2002). Planning and Optimization of Hub-and-Spoke Transportation Networks of Cooperative Third Party Logistics Provider. International Journal of Production Economics, 78 (2), 207-220.

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