基于多智能体不确定性估计的风险管理系统

Daichi Kato, K. Sekiyama, T. Fukuda
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引用次数: 1

摘要

本文的目的是建立多智能体巡逻的风险管理系统来维护安全。我们认为,维护安全就是消除不确定性。因此,我们用信息论中的熵来表述维持安全所需场所的不确定性。我们称这些地方为“检查点i(i=1,2,…,n)”。智能体在实时估计检查点不确定性的基础上,对检查点状态值进行巡逻和观察,并更新巡逻计划。为了消除不确定性,提出了“最早截止日期优先调度与自适应风险评估(EDFRE)”方法。然后将该方法与simpleEDF(最早截止日期优先)调度方法进行了比较。结果表明,本文提出的方法在动态情况下是有效的。
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Risk management system based on uncertainty estimation by multi-agent
The purpose of this paper is to create risk management system that multi-agent patrols for maintaining security. We consider that maintaining security is equal to relieving uncertainty. Therefore, we formulate uncertainty of places needed to maintain security by the entropy in an information theory. We call these places ”check point i(i=1,2,…,n)”. Agents patrol and observe check point's condition value with updating patrol schedule on the basis of estimating uncertainty of check points in real time. We propose the method ”Earliest Deadline First Scheduling with Adaptive Risk Estimation(EDFRE)” to relieve uncertainty. Then we compare the proposaled method with simpleEDF(Earliest Deadline First) scheduling. The result indicated that our proposal method was effective for dynamic situation.
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