TY  - BOOK
AU  - Conn,A.R.
AU  - Scheinberg,Katya
AU  - Vicente,Luis N
TI  - Introduction to derivative-free optimization
SN  - 9780898716689
AV  - TA 342 C67.2009
PY  - 2009///
CY  - Philadelphia
PB  - Society for Industrial and Applied Mathematics/Mathematical Programming Society
KW  - Mathematical models
KW  - Modelos matemáticos
KW  - Mathematical optimization
KW  - Industrial applications
KW  - Optimización matemática
KW  - Aplicaciones industriales
KW  - Engineering mathematics
KW  - Matemáticas para ingenieros
KW  - Industrial engineering
KW  - Mathematics
KW  - Ingeniería industrial
KW  - Matemáticas
KW  - Search theory
KW  - Búsqueda, Teoría de
KW  - Nonlinear theories
KW  - Teorías no lineales
N1  - 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
ER  -