实际系统分析中的概率推理

2015 22nd International Conference Mixed Design of Integrated Circuits & Systems (MIXDES) Pub Date : 2015-06-25 DOI:10.1109/MIXDES.2015.7208580

Lukasz Wojdowski

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引用次数: 3

摘要

本文介绍了贝叶斯网络在可靠性分析中的应用。文章的第一部分描述了用于构建简单节点的BN，第二部分展示了用于构建复杂系统模型的方法。本文还提出了路径分析与贝叶斯网络相结合的方法来增强贝叶斯网络的构造。有三个复杂系统分析的例子，其结果与使用最小切割方法获得的结果进行了比较。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Probabilistic reasoning in practical system analysis

This article presents an application of the Bayesian networks (BN) to reliability analysis. First part of the article describes BN used to construct simple nodes, second shows the methodology used in constructing models of complex systems. A combination of path analysis with the Bayesian networks to enhance the construction of the latter is also presented. There are three examples of complex systems analysed with the results compared to the outcomes obtained using the minimal cuts method.

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来源期刊

2015 22nd International Conference Mixed Design of Integrated Circuits & Systems (MIXDES)

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