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Introductory Lectures on Convex Optimization

A Basic Course

Language EnglishEnglish
Book Hardback
Book Introductory Lectures on Convex Optimization Nesterov
Libristo code: 01418049
Publishers Springer-Verlag New York Inc., December 2003
This is the first elementary exposition of the main ideas of complexity theory for convex optimizati... Full description
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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.

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About the book

Full name Introductory Lectures on Convex Optimization
Author Nesterov, Yurii (Universite Catholique de Louvain, Belgium)
Language English
Binding Book - Hardback
Date of issue 2003
Number of pages 236
EAN 9781402075537
ISBN 1402075537
Libristo code 01418049
Publishers Springer-Verlag New York Inc.
Weight 552
Dimensions 242 x 166 x 24

Categories

Mathematics & Science > Mathematics > Optimization
Mathematics & Science > Mathematics > Applied mathematics
Computing & Information Technology > Computer science > Mathematical theory of computation
Computing & Information Technology > Computer programming / software engineering
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