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The use of Markov chains is of interest in a wide range of applications. For example, the web ranking and information retrieval, queuing systems, stochastic automata networks, manufacturing systems and inventory control and communication systems and so on. In order to analyze their performance measures, it is required to find their stationary probability distributions π by solving the linear system πQ = 0, π > 0, π e = 1,
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