Application of Emergency Logistics Distribution Routing Optimization Based on Improved Ant Colony Algorithm

Author:

Zhang Li Yi1,Fei Teng1,Zhang Jin2,Li Jie1

Affiliation:

1. Tianjin University of Commerce

2. Shanxi University of Medicine

Abstract

Emergency relief has characteristics of complexity, urgency, sustainability, technicality, and so on. In this paper a mathematical model to seek the shortest delivery time as the ultimate goal is established based on these characteristics, which is on the core of characteristics with the urgency and consider both the road conditions and on shortage of demand point of relief supplies. The problem of emergency logistics distribution routing optimization is solved by the improved ant colony algorithm—Fish-Swarm Ant Colony Optimization (FSACO), simulation results show that, compared with basic ant colony algorithm, Fish-Swarm Ant Colony Optimization can find the higher quality to solve the problem of emergency logistics distribution routing optimization.

Publisher

Trans Tech Publications, Ltd.

Subject

General Engineering

Reference5 articles.

1. Ali H, Serchang O: Formulation and Solution of a Multi- Commodity Multi- Modal Network Flow Model for Disaster Relief Operations. Transportation Research Part A vol. 30, no. 2(1996), pp.231-250.

2. Fiedrich F, Gehbauer F and Rickers U: Optimized Resource Allocation for Emergency Response After Earthquak. Disasters Safety Science vol. 35, no. 1(2000), pp.41-57.

3. Jae: Dorctor. Stochastic Scheduling Problems for Minimizing Tardy Jobs with Application to Emergency Vehicle Dispatching on Unreliable Road Networks. University of New York(2003).

4. Liu Lidong: Master. Research on Improved Ant Colony Optimization. Southwest Jiaotong University(2005).

5. Ye Zhiwei and Zheng Zhaobao: Study on the parameters in Ant colony algorithm - An example to TSP. Wuhan University (Information Science) vol. 29, no. 7(2004), p.597–601.

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