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INTRODUCTORY LECTURES ON CONVEX OPTIMIZATION: A BASIC By Y. Nesterov - Picture 1 of 1

Applied Optimization Ser.: Introductory Lectures on Convex Optimization : A Basic Course by Yurii Nesterov (2013, Trade Paperback)

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INTRODUCTORY LECTURES ON CONVEX OPTIMIZATION: A BASIC COURSE (APPLIED OPTIMIZATION) By Y. Nesterov.

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Product Information

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 a complexity analysis, which was considered a better justification of their efficiency than computational experiments. In a new rapidly develop- ing field, which got the name "polynomial-time interior-point methods," such a justification was obligatory. Afteralmost fifteen years of intensive research, the main results of this development started to appear in monographs 12, 14, 16, 17, 18, 19]. Approximately at that time the author was asked to prepare a new course on nonlinear optimization for graduate students. The idea was to create a course which would reflect the new developments in the field. Actually, this was a major challenge. At the time only the theory of interior-point methods for linear optimization was polished enough to be explained to students. The general theory of self-concordant functions had appeared in print only once in the form of research monograph 12].

Product Identifiers

Publisher
Springer
ISBN-10
1461346916
ISBN-13
9781461346913
eBay Product ID (ePID)
203646595

Product Key Features

Author
Yurii Nesterov
Publication Name
Introductory Lectures on Convex Optimization : a Basic Course
Format
Trade Paperback
Language
English
Publication Year
2013
Series
Applied Optimization Ser.
Type
Textbook
Number of Pages
Xviii, 236 Pages

Dimensions

Item Length
9.3in
Item Width
6.1in
Item Weight
14.2 Oz

Additional Product Features

Series Volume Number
87
Number of Volumes
1 Vol.
Lc Classification Number
Qa402.5-402.6qa75.5-
Copyright Date
2004
Target Audience
Scholarly & Professional
Topic
Computer Science, Applied, Optimization
Dewey Decimal
519.6
Dewey Edition
22
Illustrated
Yes
Genre
Computers, Mathematics

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Applied Optimization Ser.: Introductory Lectures on Convex Optimization : A Basic Course by Yurii Nesterov (2013, Trade Paperback)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Textbooks

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