Title :
Research on dynamic emergency task allocation with MDP
Author :
Li, Ying ; Zeng, Wei ; Zhou, Hongtao ; Chen, Rong
Author_Institution :
Department of Control Science and Engineering, Huazhong University of Science & Technology, Wuhan, Hubei, 430074, China
Abstract :
According to the sudden, multi-stage, uncertainty of emergency tasks and the resource constraints of rescue team, a dynamic emergency task allocation scheme is proposed, and a Markov Decision Processes(MDP) model of dynamic emergency task allocation is constructed. Taking the emergency task space and the rescue team space for the system state space, the MDP model is used to determine the optimal emergency tasks allocation under resource constraints.
Keywords :
Analytical models; Biological system modeling; Decision making; Dynamic scheduling; Markov processes; Resource management; Uncertainty; MDP; dynamic task allocation; emergency decision;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5690203
