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stat.AP2007★ 1 cited
Probabilistic Robustness Analysis -- Risks, Complexity and Algorithms
Xinjia Chen, Kemin Zhou, Jorge L. Aravena
It is becoming increasingly apparent that probabilistic approaches can overcome conservatism and computational complexity of the classical worst-case deterministic framework and ma…
stat.AP2007
A Statistical Theory for the Analysis of Uncertain Systems
Xinjia Chen, Kemin Zhou, Jorge L. Aravena
This paper addresses the issues of conservativeness and computational complexity of probabilistic robustness analysis. We solve both issues by defining a new sampling strategy and…