ENGLISH

Introductory Lectures on Convex Optimization: A Basic Course

By Y. Nesterov

Book information

Publisher
Springer
Year
2003
ISBN
1402075537, 9781402075537
LCC
QA402.5 .N4617 2004
Open Library ID
OL21802003M
Language
english
Format
DJVU
Filesize
2 MB (2548042 bytes)
Series
Applied Optimization
Edition
1
Pages
253\253
Library
Kolxo3
DPI
600
Scanned
yes
Time added
2009-07-20 03:45:11

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.

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