Two-level capacitated facility location problem under disruption and fortification

Main Article Content

Duangsamorn Harnnarong
Aua-aree Boonperm

Abstract

A two-level capacitated facility location problem (TCFLP) is a facility location problem that limits capacity and mainly considers the products shipped between two consecutive levels. Nowadays, in some situations, main facilities may be at risk of disruptions that affect their failure, which may lead to a higher cost of backup products or use of backup facilities. This situation can be prevented by fortifying the main facilities with a fixed budget. In this paper, we have proposed an integer nonlinear programming model for TCFLP that the main facilities were addressed to fortify under the risk of disruption. Furthermore, the linearization technique was used to reduce the algorithm’s complexity for solving it. Moreover, a numerical example was illustrated, the results of the simulated small problems were tested with the Gurobi optimizer, and the sensitivity analysis was also provided.

Article Details

How to Cite
Harnnarong, D., & Boonperm, A.- aree. (2024). Two-level capacitated facility location problem under disruption and fortification. Asia-Pacific Journal of Science and Technology, 29(02), APST–29. https://doi.org/10.14456/apst.2024.20
Section
Research Articles

References

Avella P, Boccia M. A cutting plane algorithm for the capacitated facility location problem. Comput Optim Appl. 2007;43(1):39-65.

Ho SC. An iterated Tabu search heuristic for the single source capacitated facility location problem. Appl Soft Comput. 2015;27:169-78.

Rahmaniani R, Ghaderi A. An algorithm with different exploration mechanisms: Experimental results to capacitated facility location/network design problem. Expert Syst Appl. 2015;42(7):3790-800.

Aardal K, Labbé M, Leung J, Queyranne M. On the two-level uncapacitated facility location problem. INFORMS J Comput. 1996;8(3):289-301.

Tragantalerngsak S, Holt J, Rönnqvist M. Lagrangian heuristics for the two-echelon, single-source, capacitated facility location problem. Eur J Oper Res. 1997;102(3):611-625.

Tragantalerngsak S, Holt J, Rönnqvist M. An exact method for the two-echelon, single-source, capacitated facility location problem. Eur J Oper Res. 2000;123(3):473-489.

Ramshani M, Ostrowski J, Zhang K, Li X. Two level uncapacitated facility location problem with disruptions. Comput Ind Eng. 2019;137:106089.

Cui T, Ouyang Y, Shen Z. Reliable facility location design under the risk of disruptions. Oper Res. 2010;58(4-part-1):998-1011.

Farahani R, Abedian M, Sharahi S. Dynamic facility location problem. In: Farahani R, Hekmatfar M, editors. Facility location: concepts, models, algorithms and case studies. Berlin: Springer-Verlag; 2009. p. 347-372.

Jirasak J, Navee C. Hybrid analytical and simulation optimization approach for production and distribution supply chain planning. Asia Pac J Sci Technol. 2019;24(3):1-18.

Drezner Z. Heuristic solution methods for two location problems with unreliable Facilities. J Oper Res Soc. 1987;38(6):509-14.

Gendron B, Khuong P, Semet F. Comparison of formulations for the two-level uncapacitated facility location problem with single assignment constraints. Comput Oper Res. 2017;86:86-93.

Afify B, Soeanu A, Awasthi A. Separation linearization approach for the capacitated facility location problem under disruption. Expert Syst Appl. 2021;169:114187.

Li Q, Zeng B, Savachkin A. Reliable facility location design under disruptions. Comput Oper Res. 2013;40(4):901-9.

Santiváñez J, Carlo H. Reliable capacitated facility location problem with service levels. EURO J Transp Logist. 2018;7(4):315-41.