On the stability of linear stochastic systems
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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 an n \times n linear matrix equation.