A statistical learning theory approach for uncertain linear and bilinear matrix inequalities
نویسندگان
چکیده
منابع مشابه
A Statistical Learning Theory Approach for Uncertain Linear and Bilinear Matrix Inequalities
In this paper, we consider the problem of minimizing a linear functional subject to uncertain linear and bilinear matrix inequalities, which depend in a possibly nonlinear way on a vector of uncertain parameters. Motivated by recent results in statistical learning theory, we show that probabilistic guaranteed solutions can be obtained by means of randomized algorithms. In particular, we show th...
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ژورنال
عنوان ژورنال: Automatica
سال: 2014
ISSN: 0005-1098
DOI: 10.1016/j.automatica.2014.04.005