Introduction to derivative-free optimization / Andrew R. Conn, Katya Scheinberg, Luis N. Vicente
Series: MPS-SIAM series on optimization ; 8Publication details: Philadelphia : Society for Industrial and Applied Mathematics, 2009Description: xii, 277 p. : ill. ; 26 cmISBN:- 9780898716689
- 0898716683
| Item type | Current library | Home library | Collection | Call number | Materials specified | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|---|---|---|
| AM | PERPUSTAKAAN LINGKUNGAN KEDUA | PERPUSTAKAAN LINGKUNGAN KEDUA KOLEKSI AM-P. LINGKUNGAN KEDUA | - | TA342.C666 (Browse shelf(Opens below)) | 1 | Available | 00001567382 |
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.
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