Title :
A sequential approach for emergency logistics planning in natural disasters
Author :
Ye, Yong ; Liu, Nan
Author_Institution :
Dept. of Manage. Sci. & Eng., Zhejiang Univ., Hangzhou, China
Abstract :
In this paper, we propose a sequential approach for emergency logistics planning in natural disasters. We establish a dynamic time-dependent nonlinear model, which describes a setting in which commodities are transported from dispatching centers to affected areas with different transportation modes in each emergency response period. Then, we develop a matrix-coding-based genetic algorithm to solve the model. Finally, as a simulation study, we adapt the methodology to the emergency logistics problems faced in the WenChuan Earthquake. Computational results show that the proposed methodology will generate a specific logistics plans. Therefore, emergency planners can gain insights for emergency logistics planning by inputting their own sets of date.
Keywords :
disasters; emergency services; genetic algorithms; logistics; planning; transportation; WenChuan earthquake; dynamic time dependent nonlinear model; emergency logistics planning; emergency response period; matrix coding based genetic algorithm; natural disasters; transportation modes; Computational modeling; Dispatching; Logistics; Mathematical model; Planning; Vehicles; Emergency logistics; emergency management; logistics planning; resources allocation;
Conference_Titel :
Service Systems and Service Management (ICSSSM), 2011 8th International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-61284-310-0
DOI :
10.1109/ICSSSM.2011.5959329