Troubleshooting using probabilistic networks and value of information
نویسندگان
چکیده
منابع مشابه
Troubleshooting using probabilistic networks and value of information
We develop a decision-theoretic method that yields approximate, low cost troubleshooting plans by making more relevant observations and devoting more time to generate a plan. The method is tested against other methods on three different problems in an experimental setting. Sensitivity analysis of the parameters is also carried out. The method yields low cost troubleshooting plans by spending su...
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One of the important challenges in Graphical models is the problem of dealing with the uncertainties in the problem. Among graphical networks, fuzzy cognitive map is only capable of modeling fuzzy uncertainty and the Bayesian network is only capable of modeling probabilistic uncertainty. In many real issues, we are faced with both fuzzy and probabilistic uncertainties. In these cases, the propo...
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ژورنال
عنوان ژورنال: International Journal of Approximate Reasoning
سال: 2002
ISSN: 0888-613X
DOI: 10.1016/s0888-613x(01)00057-3