Aspects of Semidefinite Programming di E. de Klerk edito da Springer US
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Aspects of Semidefinite Programming

Interior Point Algorithms And Selected Applications

Editore:

Springer US

EAN:

9781441952165

ISBN:

1441952160

Pagine:
308
Formato:
Paperback
Lingua:
Inglese
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Descrizione Aspects of Semidefinite Programming

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 Lovász 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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