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Introductory Lectures on Convex Optimization : a Basic Course.

Author: Yurii Nesterov
Publisher: New York, NY : Springer, 2013.
Series: Applied Optimization Ser.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Nesterov, Yurii.
Introductory Lectures on Convex Optimization : A Basic Course.
New York, NY : Springer, ©2013
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Yurii Nesterov
ISBN: 9781441988539 144198853X
OCLC Number: 1066186560
Description: 1 online resource (253 pages).
Series Title: Applied Optimization Ser.

Abstract:

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.

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