Introductory Lectures on Convex Optimization: A Basic Course
Yurii Nesterov
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Description for Introductory Lectures on Convex Optimization: A Basic Course
Hardback. The first elementary exposition of core ideas of complexity theory for convex optimization, this book explores optimal methods and lower complexity bounds for smooth and non-smooth convex optimization. Also covers polynomial-time interior-point methods. Series: Applied Optimization. Num Pages: 254 pages, biography. BIC Classification: PBU; UM. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 166 x 242 x 24. Weight in Grams: 552.
It was in the middle of the 1980s, when the seminal paper by Kar- markar opened a new epoch in nonlinear optimization. The importance of this paper, containing a new polynomial-time algorithm for linear op- timization problems, was not only in its complexity bound. At that time, the most surprising feature of this algorithm was that the theoretical pre- diction of its high efficiency was supported by excellent computational results. This unusual fact dramatically changed the style and direc- tions of the research in nonlinear optimization. Thereafter it became more and more common that the new methods were provided with ... Read more
It was in the middle of the 1980s, when the seminal paper by Kar- markar opened a new epoch in nonlinear optimization. The importance of this paper, containing a new polynomial-time algorithm for linear op- timization problems, was not only in its complexity bound. At that time, the most surprising feature of this algorithm was that the theoretical pre- diction of its high efficiency was supported by excellent computational results. This unusual fact dramatically changed the style and direc- tions of the research in nonlinear optimization. Thereafter it became more and more common that the new methods were provided with ... Read more
Product Details
Format
Hardback
Publication date
2003
Publisher
Springer-Verlag New York Inc.
Condition
New
Series
Applied Optimization
Number of Pages
236
Place of Publication
New York, NY, United States
ISBN
9781402075537
SKU
V9781402075537
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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