Title :
Modeling risk propensity in decision making behavior for CGF agent
Author :
Hu, Ji-Wen ; Feng, Lei ; Yin, Quan-Jun ; Zha, Ya-Bing
Author_Institution :
Sch. of Mechatron. & Autom., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Operational decision is a kind of risk decision. Meanwhile, human being´s rationality is limited. So the commander can not always make optimal decision and his risk propensity in operational decision is not constant. Prospect theory (PT) describes how individual and groups make choices under risk and is designed to explain preference. This paper proposes a Computer Generated Forces (CGF) agent framework for modeling the risk propensity in decision making behavior based on PT. The decision making cycle and the detail of the decision process is presented. The influence of emotion on agent´s decision is also discussed.
Keywords :
behavioural sciences computing; decision making; decision theory; risk management; CGF agent; computer generated forces agent; decision making behavior; prospect theory; risk propensity; Biological system modeling; Computational modeling; agent; emotion; prospect theory; risk decision; risk propensity;
Conference_Titel :
Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-5537-9
DOI :
10.1109/ICCSIT.2010.5563832