Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications (Applied Optimization, Band 65) - Softcover

De Klerk, E. De

 
9781441952165: Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications (Applied Optimization, Band 65)
Softcover
ISBN 10: 1441952160 ISBN 13: 9781441952165
Verlag: Springer, 2010

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
1441952160
ISBN 13 
9781441952165
Einband
Taschenbuch
Anzahl der Seiten
308
Kontakt zum Hersteller
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9781402005473: Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications (Applied Optimization, 65, Band 65)

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ISBN 10:  1402005474 ISBN 13:  9781402005473
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Hardcover