Conn, A. R. (Andrew R.) creator author Scheinberg, Katya author Vicente, Luis N. author Electronic books (Form) pau 2009 eng

electronic

1 online resource (xii, 289 pages) : illustrations 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. Andrew R. Conn, Katya Scheinberg, Luis N. Vicente Includes bibliographical references (pages 255-270) and index. Mathematical models Mathematical optimization Industrial applications Engineering mathematics Industrial engineering Mathematics Search theory Nonlinear theories TA342 9780898716689 0898716683 2008038005 https://portal.igpublish.com/iglibrary/obj/SIAMB0000376.html https://portal.igpublish.com/iglibrary/obj/SIAMB0000376.html DLC 201006 20090731094351.0 15431086 eng