A method for designing centralized emergency supply network to respond to large-scale natural disasters

缩小 计算机科学 线性规划 运筹学 自然灾害 整数规划 比例(比率) 总成本 数学优化 工程类 业务 数学 算法 会计 气象学 物理 量子力学 程序设计语言
作者
Jiuh‐Biing Sheu,Cheng Pan
出处
期刊:Transportation Research Part B-methodological [Elsevier BV]
卷期号:67: 284-305 被引量:162
标识
DOI:10.1016/j.trb.2014.05.011
摘要

This paper proposes a method for designing a seamless centralized emergency supply network by integrating three sub-networks (shelter network, medical network, and distribution network) to support emergency logistics operations in response to large-scale natural disasters. The proposed method primarily involves three stage multi-objective (travel distance minimization, operational cost minimization, and psychological cost minimization), mixed-integer linear programming models. The three sub-networks are designed using the proposed programming models. The distinctive features of the proposed method are as follows. (1) The proposed method is demand-driven. The order of the designed sub-networks is shelter, medical, and distribution, with the connections of the latter networks based on the arrangements for the former. (2) The objective functions of three stage programming models include not only traditional objectives such as minimizing total travel distance and operational cost, which supply-side members focus on, but also minimizing the psychological cost experienced by demand-side members. Model tests are conducted to demonstrate that the superiority of a centralized emergency supply network designed by the proposed method over a decentralized one, especially with regard to distribution network design.
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