引用本文: | 胡记文,尹全军,冯磊,等.基于前景理论的CGF Agent决策建模研究[J].国防科技大学学报,2010,32(4):131-136.[点击复制] |
HU Jiwen,YIN Quanjun,FENG Lei,et al.Research of CGF Agent Decision-making Modeling Based on Prospect Theory[J].Journal of National University of Defense Technology,2010,32(4):131-136[点击复制] |
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基于前景理论的CGF Agent决策建模研究 |
胡记文, 尹全军, 冯磊, 邓海军, 查亚兵 |
(国防科技大学 机电工程与自动化学院,湖南 长沙 410073)
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摘要: |
前景理论(Prospect Theory, PT)描述了个体在不确定条件下的决策规律,较好地刻画了决策者的风险偏好。分析表明,PT在作战决策建模中具有一定的适用性和可行性。提出了一种基于PT的计算机生成兵力 (Computer Generated Forces,CGF) Agent决策建模方法,给出了CGF Agent的建模框架,对CGF Agent决策过程中方案选择的具体步骤和算法进行了详细阐述。实验表明,所提出的方法在一定程度上提高了CGF Agent决策行为的真实性,证明了所提出方法的有效性。 |
关键词: 作战决策 前景理论 计算机生成兵力 不确定决策 |
DOI: |
投稿日期:2009-12-27 |
基金项目:国家自然科学基金资助项目(60904055);国家部委基金资助项目(513040104) |
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Research of CGF Agent Decision-making Modeling Based on Prospect Theory |
HU Jiwen, YIN Quanjun, FENG Lei, DENG Haijun, ZHA Yabin |
(College of Mechatronics Engineering and Automation, National Univ. of Defense Technology, Changsha 410073, China)
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Abstract: |
Prospect Theory (PT) describes the rules of individual's decision-making under uncertainty, which can well characterize decision-makers' risk preference. PT has certain valuable feasibility and applicability in operational decision-making modeling. Based on PT, a method of CGF Agent decision-making modeling was proposed. The Computer Generated Forces (CGF) Agent framework was presented. The detailed description of concrete process and algorithm for course of action (COA) selection in Agent decision-making was also given. The experiment shows that the proposed method has good performance and can improve the authenticity of CGF Agent's decision-making behavior. |
Keywords: operational decision-making prospect theory computer generated forces uncertain decision waking |
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