Optimization
The content of courses on optimization theory varies tremendously. This book views linear programming as a specal case of nonlinear programming. The real bridge between linear and nonlinear programming is convexity. The theoretical side and applications of convexity in the design of algorityms for problems with either large number of paramaters or linear restraints are addressed in this book. TOC:Elementary Optimization * The Seven C's of Analysis * Differentiation * Karush-Kuhn-Tucker Theory * Convexity * The MM Algorithm * The EM Algorithm * Newton's Method * Conjugate Gradient and Quasi-Newton * Analysis of Convergence * Convex Programming
- Location
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Deutsche Nationalbibliothek Frankfurt am Main
- ISBN
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038720332X
- Dimensions
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24 xm
- Extent
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XIII, 252 S.
- Language
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Englisch
- Notes
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graph. Darst.
Literaturverz. S. 237 - 245
- Classification
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Mathematik
- Keyword
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Optimierung
- Event
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Veröffentlichung
- (where)
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New York, Berlin, Heidelberg, Hong Kong, London, Milan, Paris, Tokyo
- (who)
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Springer
- (when)
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2004
- Creator
- Table of contents
- Rights
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Bei diesem Objekt liegt nur das Inhaltsverzeichnis digital vor. Der Zugriff darauf ist unbeschränkt möglich.
- Last update
-
11.06.2025, 2:20 PM CEST
Data provider
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Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Associated
- Lange, Kenneth
- Springer
Time of origin
- 2004
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