TY  - GEN
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
AV  - TA342 
PY  - 2009///
CY  - Philadelphia
PB  - Society for Industrial and Applied Mathematics/Mathematical Programming Society
KW  - Mathematical models
KW  - Mathematical optimization
KW  - Industrial applications
KW  - Engineering mathematics
KW  - Industrial engineering
KW  - Mathematics
KW  - Search theory
KW  - Nonlinear theories
KW  - Electronic books (Form)
N1  - Includes bibliographical references (pages 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  - https://portal.igpublish.com/iglibrary/obj/SIAMB0000376.html
ER  -