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Aspects of Semidefinite Programming

Aspects of Semidefinite Programming

Interior Point Algorithms and Selected Applications

by E. de Klerk
Hardback
Publication Date: 31/03/2002

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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 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.
ISBN:
9781402005473
9781402005473
Category:
Aspect programming / AOP
Format:
Hardback
Publication Date:
31-03-2002
Language:
English
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
288
Dimensions (mm):
235x155x19mm
Weight:
1.34kg

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