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Introduction to derivative-free optimization / Andrew R. Conn, Katya Scheinberg, Luis N. Vicente.
Tipo de material:
TextoSeries MPS-SIAM series on optimization ; 8Detalles de publicación: Philadelphia : Society for Industrial and Applied Mathematics/Mathematical Programming Society, 2009.Descripción: xii, 277 p. : il. ; 26 cmISBN: - 9780898716689
- 0898716683
- Mathematical models
- Modelos matemáticos
- Mathematical optimization -- Industrial applications
- Optimización matemática -- Aplicaciones industriales
- Engineering mathematics
- Matemáticas para ingenieros
- Industrial engineering -- Mathematics
- Ingeniería industrial -- Matemáticas
- Search theory
- Búsqueda, Teoría de
- Nonlinear theories
- Teorías no lineales
- TA 342 C67.2009
Contenidos:
Introduction -- Sampling and linear models -- Interpolating nonlinear models -- Regression nonlinear models -- Underdetermined interpolating models -- Ensuring well poisedness and suitable derivative-free models -- Directional direct-search methods -- Simplicial direct-search methods -- Line-search methods based on simplex derivatives -- Trust-region methods based on derivative-free models -- Trust-region interpolation-based methods -- Review of surrogate model management -- Review of constrained and other extensions to derivative-free optimization.
| Tipo de ítem | Biblioteca actual | Colección | Signatura topográfica | Copia número | Estado | Fecha de vencimiento | Código de barras | |
|---|---|---|---|---|---|---|---|---|
| Libros | Biblioteca Francisco Xavier Clavigero Acervo | Acervo General | TA 342 C67.2009 (Navegar estantería(Abre debajo)) | ej. 1 | Disponible | UIA031151 |
Incluye referencias bibliográficas (p. 255-270) e índice.
Introduction -- Sampling and linear models -- Interpolating nonlinear models -- Regression nonlinear models -- Underdetermined interpolating models -- Ensuring well poisedness and suitable derivative-free models -- Directional direct-search methods -- Simplicial direct-search methods -- Line-search methods based on simplex derivatives -- Trust-region methods based on derivative-free models -- Trust-region interpolation-based methods -- Review of surrogate model management -- Review of constrained and other extensions to derivative-free optimization.
