TY  - BOOK
AU  - Conn,A.R.
AU  - Scheinberg,Katya
AU  - Vicente,Luis N.
TI  - Introduction to derivative-free optimization
T2  - MPS-SIAM series on optimization
SN  - 9780898716689
PY  - 2009///
CY  - Philadelphia
PB  - Society for Industrial and Applied Mathematics
KW  - Mathematical models
KW  - Mathematical optimization
KW  - Industrial applications
KW  - Engineering mathematics
KW  - Industrial engineering
KW  - Mathematics
KW  - Search theory
KW  - Nonlinear theories
N1  - Includes bibliographical references (p. 255-270) and index; 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
UR  - http://www.loc.gov/catdir/enhancements/fy0913/2008038005-b.html
UR  - http://www.loc.gov/catdir/enhancements/fy0913/2008038005-d.html
UR  - http://www.loc.gov/catdir/enhancements/fy0913/2008038005-t.html
ER  -