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08-30-2009, 07:44 PM
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Introductory Lectures on Convex Optimization: A Basic Course
Springer | 2003-12-31 | ISBN:1402075537 | Djvu | 254 pages | 5,3 Mb 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.
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