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Springer Optimization and Its Applications

Selected Applications of Convex Optimization

Authors: Li, Li

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  • Presents applications of convex optimization issues arranged in a synthetic way
  • Demonstrates the interplay of convex optimization theory and applications of carefully designed Matlab sample codes
  • Introduces all derivation processes in details so that readers can teach themselves without any difficulties
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  • ISBN 978-3-662-46356-7
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About this Textbook

This book focuses on the applications of convex optimization and highlights several topics, including support vector machines, parameter estimation, norm approximation and regularization, semi-definite programming problems, convex relaxation, and geometric problems. All derivation processes are presented in detail to aid in comprehension. The book offers concrete guidance, helping readers recognize and formulate convex optimization problems they might encounter in practice.

Reviews

“Selected Applications of Convex Optimization is a brief book, only 140 pages, and includes exercises with each chapter. It would be a good supplemental text for an optimization or machine learning course.” (John D. Cook, MAA Reviews, maa.org, December, 2015)


Table of contents (7 chapters)

Table of contents (7 chapters)

Buy this book

eBook $54.99
price for USA in USD
  • ISBN 978-3-662-46356-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-662-46355-0
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Selected Applications of Convex Optimization
Authors
Series Title
Springer Optimization and Its Applications
Series Volume
103
Copyright
2015
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Tsinghua University Press, Beijing and Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-662-46356-7
DOI
10.1007/978-3-662-46356-7
Softcover ISBN
978-3-662-46355-0
Series ISSN
1931-6828
Edition Number
1
Number of Pages
X, 140
Number of Illustrations
5 b/w illustrations, 25 illustrations in colour
Topics

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