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The φ-divergence proximal method is an extension of the proximal minimization algorithm, where the usual quadratic proximal term is substituted by a class of convex statistical distances, called ...
Course Description This course discusses basic convex analysis (convex sets, functions, and optimization problems), optimization theory (linear, quadratic, semidefinite, and geometric programming; ...
Here we study the spectral theory of compact operators which leave a convex set invariant in a Banach space. We also obtain a theorem in positive operators by an application of the general minimax ...