Introductory Lectures on Convex Optimization : A Basic Course (Applied Optimization)
Introductory Lectures on Convex Optimization : A Basic Course (Applied Optimization)
Editorial Reviews
Book Description
This is the first elementary exposition of the main ideas of complexity theory for convex optimization. Up to now, most of the material can be found only in special journals and research monographs. The book covers optimal methods and lower complexity bounds for smooth and non-smooth convex optimization. A separate chapter is devoted to polynomial-time interior-point methods.
Audience: The book is suitable for industrial engineers and economists.
Book Info
Text provides an elementary exposition of the main ideas of complexity theory for convex optimization. Covers optimal methods and lower complexity bounds for smooth and non-smooth convex optimization. For industrial engineers and economists. Includes index and references.
Introductory Lectures on Convex Optimization: A Basic Course (Applied Optimization),Y. Nesterov,Springer,1402075537,Applied,Convex functions,Engineering - General,Mathematical optimization,Mathematics,Probability & Statistics - General,Science/Mathematics,Technology,Mathematics / Linear Programming
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