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Computational complexity, originated from the interactions between computer science and numerical optimization, is one of the major theories that have revolutio
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There has been much recent progress in approximation algorithms for nonconvex continuous and discrete problems from both a theoretical and a practical perspecti
Complexity and Approximation
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This book documents the state of the art in combinatorial optimization, presenting approximate solutions of virtually all relevant classes of NP-hard optimizati
Convex Optimization
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This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. It begins with the fundamental theory of black-b