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Aspects Of Semidefinite Programming: Interior Point Algorithms And Selected Applications
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Publisher: Springer Netherlands
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Book: Aspects Of Semidefinite Programming: Interior Point Algorithms And Selected Applications
Semidefinite programming has been described as linear programming for the year 2000. It is an exciting new branch of mathematical programming, due to important applications in control theory, combinatorial optimization and other fields. Moreover, the successful interior point algorithms for linear programming can be extended to semidefinite programming.
In this monograph the basic theory of interior point algorithms is explained. This includes the latest results on the properties of the central path as well as the analysis of the most important classes of algorithms. Several "classic" applications of semidefinite programming are also described in detail. These include the LovAsz theta function and the MAX-CUT approximation algorithm by Goemans and Williamson.
Audience: Researchers or graduate students in optimization or related fields, who wish to learn more about the theory and applications of semidefinite programming.
In this monograph the basic theory of interior point algorithms is explained. This includes the latest results on the properties of the central path as well as the analysis of the most important classes of algorithms. Several "classic" applications of semidefinite programming are also described in detail. These include the LovAsz theta function and the MAX-CUT approximation algorithm by Goemans and Williamson.
Audience: Researchers or graduate students in optimization or related fields, who wish to learn more about the theory and applications of semidefinite programming.
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No Reviews Yet! Be the first one to review this book.Details of Book: Aspects Of Semidefinite Programming: Interior Point Algorithms And Selected Applications Book: Aspects Of Semidefinite Programming: Interior Point Algorithms And Selected Applications
Author: Etienne De Klerk, Etienne De Klerk, E. De Klerk
ISBN:
ISBN-13:
Binding: Hardcover
Publishing Date: 00000000
Publisher: Springer Netherlands
Number of Pages: 308
Language: English
Author: Etienne De Klerk, Etienne De Klerk, E. De Klerk
ISBN:
1402005474
ISBN-13:
9781402005473
,978-1402005473
Binding: Hardcover
Publishing Date: 00000000
Publisher: Springer Netherlands
Number of Pages: 308
Language: English
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Book: Aspects Of Semidefinite Programming: Interior Point Algorithms And Selected Applications by Etienne De Klerk, Etienne De Klerk, E. De Klerk
ISBN Number: 1402005474, 9781402005473, 978-1402005473