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In this paper, we address the problem of analyzing the performance of an electrical circuit in the presence of uncertainty in the network components. In particular, we consider the case when the uncertainties are known to be bounded and have probabilistic nature, and aim at evaluating the probability that a given system property holds. In contrast with the standard Monte Carlo approach, which utilizes...
In this paper, the problem of estimating the probability of performance is addressed. In contrast to previous results in the area of probabilistic robustness, we present an algorithm providing "hard" deterministic upper and lower bounds on this probability. Emphasis is put on the probability of stability of polynomials whose coefficients are multiaffine functions of the uncertainty. The...
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