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Convex Optimization: Algorithms and Complexity - Bubeck, Sébastien
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This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. It starts with the fundamental theory of black-box optimization, and goes on to look at recent advances in structural optimization and stochastic optimization.

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Convex Optimization: Algorithms and Complexity 2015, Now Publishers, Norwell, MA

ISBN-13: 9781601988607

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