Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications - Couverture souple

De Klerk, E. De

 
9781441952165: Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications
Couverture souple
ISBN 10 : 1441952160 ISBN 13 : 9781441952165
Editeur : Springer, 2010

Synopsis

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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Éditeur
Springer
Date d'édition
2010
Langue
anglais
ISBN 10 
1441952160
ISBN 13 
9781441952165
Reliure
Broché
Nombre de pages
308
Coordonnées du fabricant
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Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9781402005473: Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications

Edition présentée

ISBN 10 :  1402005474 ISBN 13 :  9781402005473
Editeur : Kluwer Academic Publishers, 2002
Couverture rigide