Foundations of Optimization
The book gives a detailed and rigorous treatment of the theory of optimization (unconstrained optimization, nonlinear programming, semi-infinite programming, etc.) in finite-dimensional spaces. The fundamental results of convexity theory and the theory of duality in nonlinear programming and the the...
Clasificación: | Libro Electrónico |
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Autor principal: | |
Autor Corporativo: | |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
New York, NY :
Springer New York : Imprint: Springer,
2010.
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Edición: | 1st ed. 2010. |
Colección: | Graduate Texts in Mathematics,
258 |
Temas: | |
Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Differential Calculus
- Unconstrained Optimization
- Variational Principles
- Convex Analysis
- Structure of Convex Sets and Functions
- Separation of Convex Sets
- Convex Polyhedra
- Linear Programming
- Nonlinear Programming
- Structured Optimization Problems
- Duality Theory and Convex Programming
- Semi-infinite Programming
- Topics in Convexity
- Three Basic Optimization Algorithms.