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Nonconvex Optimization and Its Applications

Optimization on Low Rank Nonconvex Structures

Authors: Konno, Hiroshi, Phan Thien Thach, Hoang Tuy

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About this book

Global optimization is one of the fastest developing fields in mathematical optimization. In fact, an increasing number of remarkably efficient deterministic algorithms have been proposed in the last ten years for solving several classes of large scale specially structured problems encountered in such areas as chemical engineering, financial engineering, location and network optimization, production and inventory control, engineering design, computational geometry, and multi-objective and multi-level optimization.
These new developments motivated the authors to write a new book devoted to global optimization problems with special structures. Most of these problems, though highly nonconvex, can be characterized by the property that they reduce to convex minimization problems when some of the variables are fixed. A number of recently developed algorithms have been proved surprisingly efficient for handling typical classes of problems exhibiting such structures, namely low rank nonconvex structures.
Audience: The book will serve as a fundamental reference book for all those who are interested in mathematical optimization.

Reviews

`Overall this is a book which can be recommended to anyone who wishes to know more about the incrteasingly important area of global optimization.'
Mathematical Reviews, 98i

Table of contents (15 chapters)

Table of contents (15 chapters)

Buy this book

eBook $169.00
price for USA in USD
  • ISBN 978-1-4615-4098-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $349.00
price for USA in USD
  • ISBN 978-0-7923-4308-0
  • Free shipping for individuals worldwide. COVID-19 shipping restrictions apply.
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
Softcover $219.99
price for USA in USD
  • ISBN 978-1-4613-6835-9
  • Free shipping for individuals worldwide. COVID-19 shipping restrictions apply.
  • 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
Optimization on Low Rank Nonconvex Structures
Authors
Series Title
Nonconvex Optimization and Its Applications
Series Volume
15
Copyright
1997
Publisher
Springer US
Copyright Holder
Springer Science+Business Media Dordrecht
eBook ISBN
978-1-4615-4098-4
DOI
10.1007/978-1-4615-4098-4
Hardcover ISBN
978-0-7923-4308-0
Softcover ISBN
978-1-4613-6835-9
Series ISSN
1571-568X
Edition Number
1
Number of Pages
XII, 460
Topics

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