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Necessary and sufficient conditions for stability with probability 1 are developed for the class of linear stochastic systems. A simple technique for constructing quadratic stochastic Lyapunov functions is presented which entails the solution to ann × nlinear matrix equation.
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David L. Kleinman (1969) studied this question.
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