Design of Supply Chain Networks with Supply Disruptions using Genetic Algorithm

Taha, Raghda and Abdallah, Khaled and Sadek, Yomma and El-Kharbotly, Amin and Afia, Nahid (2014): Design of Supply Chain Networks with Supply Disruptions using Genetic Algorithm. Published in: 25th annual POMS conference proceedings (5 May 2014)

Abstract

The design of supply chain networks subject to disruptions is tackled. A genetic algorithm with the objective of minimizing the design cost and regret cost is developed to achieve a reliable supply chain network. The improvement of supply chain network reliability is measured against the supply chain cost.

• Item Type: MPRA Paper
• Language: English
• Keywords: Supply chain, Disruptions, Genetic Algorithm
• Subjects: C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling; C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C61 - Optimization Techniques ; Programming Models ; Dynamic Analysis; C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling > C63 - Computational Techniques ; Simulation Modeling

References

Azad, N., Davoudpour, H.,Saharidis, G.K.D., Shiripour, M. 2013. A new model to mitigating random disruption risks of facility and transportation in supply chain network design. International Journal of Advanced Manufacturing Technology:1-18

Baghalian, A., Rezapour, S.,Farahani, R.Z. 2013.Robust supply chain network design with service level against disruptions and demand uncertainties: A real-life case. European Journal of Operational Research 227(1): 199-215

Chen, T.-G., Ju, C.-H. 2013.A novel artificial bee colony algorithm for solving the supply chain network design under disruption scenarios. International Journal of Computer Applications in Technology 47(2): 289-296.

Craighead, C.W., Blackhurst, J., Rungtusanatham, M.J.,Handfield, R.B. 2007. The severity of supply chain disruptions: Design characteristics and mitigation capabilities. Decision Sciences 38(1): 131-156

Garcia-Herreros, P.,Grossmann, I.E., Wassick, J. 2013. Design of supply chains under the risk of facility disruptions. Computer Aided Chemical Engineering 32: 577-582

Lawrence, V. S., Atan, Z., Peng, P., Rong, Y., Schmitt, A. J., Sinsoysal, B. 2010. OR/MS Models for Supply Chain Disruptions: A Review. SSRN eLibrary .

Liu, Z.-G. 2011.Supply chain network design under production disruption risk. Shanghai Ligong Daxue Xuebao/Journal of University of Shanghai for Science and Technology 33( 3): 264-267+278

Qi, L., Shen, Z.-J.M., Snyder, L.V. 2010. The effect of supply disruptions on supply chain design decisions. Transportation Science 44 (2): 274-289

Shukla, A., Lalit, V.A.,Venkatasubramanian, V. 2011. Optimizing efficiency-robustness trade-offs in supply chain design under uncertainty due to disruptions. International Journal of Physical Distribution and Logistics Management 41(6):623-646

Tomlin, B. T. 2006. On the value of mitigation and contingency strategies for managing supply chain disruption risks. Management Science 52(5): 639–657.