Selection of resilient supply portfolio under disruption risks in supply chain

被引:0
|
作者
Nikabadi, Mohsen Shafiei [1 ]
Shambayati, Hanieh [1 ]
Ataei, Nasim [1 ]
机构
[1] Industrial Management Department, Faculty of Economics and Management, Semnan University, Semnan, Iran
关键词
Conditional Value-at-Risk - Harmony search algorithms - Meta heuristic algorithm - Mixed integer programming (MIP) - Objective functions - Resolution time - Uncertainty and risks;
D O I
10.1504/IJISE.2021.114053
中图分类号
学科分类号
摘要
Nowadays, dependence of supply chain members while has provided many benefits for organisations, increases uncertainty and risk in the planning and organising activities. The risk of disrupting or failing to communicate with the supplier due to various disasters has occurred in recent years. In this regard, this study introduces a model of mixed integer programming (MIP), to provide resiliency under the terms of a portfolio's risk by minimising the disturbance conditional value at risk is optimised. A model with two meta-heuristic algorithm and using real data is solved and compared. The results showed that the two algorithms do not differ significantly in the value of the objective function. Also the resolution time for the harmony search algorithm was 8.87 seconds and the imperialist competition algorithm was 8.28 seconds. Based on the results in general, the performance of the imperialist competition algorithm, although slightly less, is better than a harmony search algorithm. © 2021 Inderscience Enterprises Ltd.. All rights reserved.
引用
收藏
页码:432 / 462
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