Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods

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From the reviews: This is the second book of a two-volume series…Its subtitle is Advanced theory and bundle methods , which reflects the main contents of the book. This volume contains an excellent exposition of advanced numerical algorithms in convex optimization based on classical and new developments in convex analysis. There are two major themes in this volume: bundle methods and approximate subdifferentials…The authors provide excellent bibliographical comments; …Mathematical Reviews