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Optimization of detection networks with multiple event structures

机译:具有多个事件结构的检测网络的优化

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摘要

Considers a multilevel hierarchical decision network faced with a distributed binary detection problem with partial information at the individual decisionmaker (DM). The partial information is modeled by different local events at the DMs, and these local events are probabilistically related to one another. Solution to this generalized hypothesis testing problem is obtained using the optimal control approach, where the optimization criterion is the expected decision cost of the network. The impacts of variations in the correlation of events at two communicating nodes on the aggregated expertise of the network and on the overall decision cost are illustrated via a numerical example
机译:考虑一个在单个决策者(DM)处面临带有部分信息的分布式二进制检测问题的多层次分层决策网络。部分信息由DM上的不同本地事件建模,并且这些本地事件在概率上相互关联。使用最佳控制方法获得了对广义假设检验问题的解决方案,其中优化标准是网络的预期决策成本。通过一个数字示例说明了两个通信节点上事件相关性的变化对网络专业知识和总体决策成本的影响。

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