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Aspects of Semidefinite Programming

Name: Aspects of Semidefinite Programming
Brand: Springer-Verlag New York Inc.
SKU: 01414759
Price: 154.52 EUR
Availability: InStock
Author: E. de Klerk
ISBN: 9781402005473

Interior Point Algorithms and Selected Applications

E. de Klerk

Jezik

Engleski

Knjiga Tvrdi uvez

Libristo kod: 01414759

Nakladnici Springer-Verlag New York Inc., ožujak 2002

Semidefinite programming has been described as linear programming for the year 2000. It is an exciti... Cijeli opis

Libristo kod: 01414759

373 b

154.52 €

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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.