000000000a00000000000000 15431086 20090731094351.0 201006t2009 paua gsb 001 0 eng c 2008038005 9780898716689 0898716683 DLC eng DLC YDX YDXCP BWX IXA UKM CDX BTCTA DLC UIAM rda TA342 Conn, A. R. author (Andrew R.) Introduction to derivative-free optimization / Andrew R. Conn, Katya Scheinberg, Luis N. Vicente Philadelphia : Society for Industrial and Applied Mathematics/Mathematical Programming Society, c2009 ©2009 1 online resource (xii, 289 pages) : illustrations rdacontent text rdamedia computer rdacarrier online resource rda text file PDF MPS-SIAM series on optimization ; 8 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. 1 Mathematical models Mathematical optimization Industrial applications Engineering mathematics Industrial engineering Mathematics Search theory Nonlinear theories Electronic books (Form) Scheinberg, Katya, author Vicente, Luis N., author MPS-SIAM series on optimization ; 8 https://portal.igpublish.com/iglibrary/obj/SIAMB0000376.html bib-sm 493878 529271 0 0 0 0 EBOOK IIUM IIUM EBOOK 2026-03-10 0.00 eb TA 342 C752I 2009 1114019804 2026-03-10 23:18:22 1 0.00 EBOOK