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First Asia International Conference on Modelling & Simulation (AMS'07)
Verification of Human Decision Models in Military Simulations
Prince of Songkla University, Phuket, Thailand
March 27-March 30
ISBN: 0-7695-2845-7
Fei Liu, Harbin Institute of Technology, China
Ming Yang, Harbin Institute of Technology, China
Guobing Sun, Harbin Institute of Technology, China
Human decision models, often represented as rules or predicates, are key components in most military simulations. Although there exist some verification techniques for rule bases, they are not enough to assure the correctness of human decision models. Based on an analysis of the characteristics of human decision models in military simulations, this paper presents a method for verifying human decision models. A formal description method is developed to describe human decision models, which are automatically mapped to fuzzy Petri nets. A set of formal verification criteria for human decision models are developed, based on which verification is grouped into two classes: weak verification and strong verification. By searching the fuzzy Petri nets, weak verification is implemented, and by reasoning the fuzzy Petri nets, strong verification is implemented.
Citation:
Fei Liu, Ming Yang, Guobing Sun, "Verification of Human Decision Models in Military Simulations," ams, pp.363-368, First Asia International Conference on Modelling & Simulation (AMS'07), 2007
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