Title :
Disaster Relief Facility Network Design in Metropolises
Author :
Lu Zhen ; Kai Wang ; Hu-Chen Liu
Author_Institution :
Sch. of Manage., Shanghai Univ., Shanghai, China
Abstract :
This paper studies a strategic level decision problem for disaster relief facility network planning in metropolises. This problem is concerned with some long-term decisions on locating the emergency shelters, locating the supply and medical centers, and maintaining fleets of ambulances and transportation vehicles. These established facilities and deployed vehicles constitute a humanitarian logistic network for rapid responses and reliefs. An integer programming model is proposed to minimize the total cost of establishing such a disaster response network. A Lagrangian relaxation method is developed for solving the problem in large scales. To illustrate the proposed method´s usage in practice, a demo example about its application in Shanghai is given. Some numerical experiments are also performed to validate the effectiveness and the efficiency of the proposed model and method.
Keywords :
cost reduction; emergency management; integer programming; minimisation; network theory (graphs); relaxation theory; strategic planning; transportation; Lagrangian relaxation method; Shanghai; ambulances; disaster relief facility network planning; disaster response network; emergency shelter location; humanitarian logistic network; integer programming model; long-term decisions; medical center location; metropolises; strategic level decision problem; supply center location; total cost minimization; transportation vehicles; Equations; Linear programming; Logistics; Mathematical model; Numerical models; Relaxation methods; Vehicles; Emergency; Lagrangian relaxation; integer programming; location; relief operations;
Journal_Title :
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
DOI :
10.1109/TSMC.2014.2364550