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Nonsmooth Analysis
The book treats various concepts of generalized derivatives and subdifferentials in normed spaces, their geometric counterparts (tangent and normal cones) and their application to optimization problems. It starts with the subdifferential of convex analysis, passes to corresponding concepts for local...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2007.
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| Edición: | 1st ed. 2007. |
| Colección: | Universitext,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Preliminaries
- The Conjugate of Convex Functionals
- Classical Derivatives
- The Subdifferential of Convex Functionals
- Optimality Conditions for Convex Problems
- Duality of Convex Problems
- Derivatives and Subdifferentials of Lipschitz Functionals
- Variational Principles
- Subdifferentials of Lower Semicontinuous Functionals
- Multifunctions
- Tangent and Normal Cones
- Optimality Conditions for Nonconvex Problems
- Extremal Principles and More Normals and Subdifferentials.