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The paper deals with the problem of developing probabilistic algorithm for system level self-diagnosis. The main goal of the suggested algorithm is to minimize the mean time of its executing. The algorithm is based on the computing of the posterior probability of fault-free state of each system unit. Final decision about unit’s state is made on the chosen decision rule. The execution of the probabilistic...
In this paper the pre-clustering algorithm with the modified decision rule has been presented. The application of pre-clustering algorithm answers the question whether to carry out the clustering or would it result in the appearance of artificial structure (input data is one cluster and it is unnecessary to divide it). The versatility and simplicity of this algorithm allows using it in a various fields...
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