This is an elementary exposition of the main ideas of complexity theory for convex optimization. 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.
Product Identifiers
Publisher
Springer-Verlag New York Inc.
ISBN-13
9781402075537
eBay Product ID (ePID)
95517449
Product Key Features
Author
Y. Nesterov
Publication Name
Introductory Lectures on Convex Optimization: a Basic Course
Format
Hardcover
Language
English
Subject
Computer Science, Mathematics
Publication Year
2003
Type
Textbook
Number of Pages
236 Pages
Dimensions
Item Height
235mm
Item Width
155mm
Volume
87
Item Weight
1200g
Additional Product Features
Title_Author
Y. Nesterov
Series Title
Applied Optimization
Country/Region of Manufacture
United States
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