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An iterative algorithm for solving coupled algebraic Lyapunov equations appearing in discretetime linear systems with Markovian transitions is established. The algorithm is computationally efficient since it can obtain the solution within finite steps in absence of roundoff errors. Another feature of the proposed algorithm is that it can be implemented by using original coeffiecient matrices. A numerical example is given to show the effectiveness of the proposed algorithm.
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