The paper describes an idea of using fuzzy sets approach to reliability analysis for transport systems. The main goal is to find the average number of working trucks. The fuzzy approach is used for better estimation of these reliability parameters related to trucks which are mainly described by experts. Different membership functions and different fuzzy approaches are used and the obtained results are compared. The Mulitilayer Perceptron is used as the approximation tool.
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