Lectures on Modern Convex Optimization

Lectures on Modern Convex Optimization

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Here is a book devoted to well-structured and thus efficiently solvable convex optimization problems, with emphasis on conic quadratic and semidefinite programm

Algorithms for Convex Optimization

Algorithms for Convex Optimization

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In the last few years, Algorithms for Convex Optimization have revolutionized algorithm design, both for discrete and continuous optimization problems. For prob

Primal-dual Interior-Point Methods

Primal-dual Interior-Point Methods

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In the past decade, primal-dual algorithms have emerged as the most important and useful algorithms from the interior-point class. This book presents the major