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About the book
The primary goal of this book is to provide a self-contained, comprehensive study of the main ?rst-order methods that are frequently used in solving large-scale problems. First-order methods exploit information on values and gradients/subgradients (but not Hessians) of the functions composing the model under consideration. With the increase in the number of applications that can be modeled as large or even huge-scale optimization problems, there has been a revived interest in using simple method...Show more
Book details
ISBN
9781611974980
Publisher
Society for Industrial & Applied Mathematics,U.S.
Published year
2017
Language
Edition
1
Original title
First-Order Methods In Optimization
Format
Paperback
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