Title :
Research on Formal Representation and Decision Theoretic Planning of Emergency Plan
Author :
Zeng, Wei ; Liu, GuangYong ; Zhou, Hongtao ; Chen, Rong
Author_Institution :
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Emergency plan plays an important role in emergency disposal processes. As the basis of emergency decision making, emergency plan can guarantee the rescue actions carried out quickly and effectively and reduce loss of accident as possible. In this paper, logic programming and decision-theoretic planning are used to study emergency decision basing on emergency plan templates. Situation calculus is used to formal represent emergency plan and its disposal processes. Markov decision processes(MDP) is used to generate disposal scheme dynamically for nondeterministic disposal processes according to the emergency situation.
Keywords :
Markov processes; decision making; emergency services; logic programming; town and country planning; Markov decision processes; decision-theoretic planning; emergency decision making; emergency plan templates; formal representation; logic programming; nondeterministic disposal processes; Calculus; Decision making; Decision trees; Emergency services; Markov processes; Planning; DT-Golog; MDP; emergency decision; emergency plan; situation calculus;
Conference_Titel :
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-9247-3
DOI :
10.1109/GCIS.2010.177