رکورد قبلیرکورد بعدی

" Introduction to derivative-free optimization / "


Document Type : BL
Record Number : 687806
Doc. No : b509995
Main Entry : Conn, A. R., (Andrew R.)
Title & Author : Introduction to derivative-free optimization /\ Andrew R. Conn, Katya Scheinberg, Luis N. Vicente
Publication Statement : Philadelphia :: Society for Industrial and Applied Mathematics/Mathematical Programming Society,, c2009
Series Statement : MPS-SIAM series on optimization ;; 8
Page. NO : xii, 277 p. :: ill. ;; 26 cm
ISBN : 0898716683
: : 9780898716689
Bibliographies/Indexes : Includes bibliographical references (p. 255-270) and index
Contents : 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
Abstract : The absence of derivatives, often combined with the presence of noise or lack of smoothness, is a major challenge for optimisation. This book explains how sampling and model techniques are used in derivative-free methods and how these methods are designed to efficiently and rigorously solve optimisation problems
Subject : Engineering mathematics
Subject : Industrial engineering-- Mathematics
Subject : Mathematical models
Subject : Mathematical optimization-- Industrial applications
Subject : Nonlinear theories
Subject : Search theory
Dewey Classification : ‭519.6‬
LC Classification : ‭TA342‬‭.C67 2009‬
: ‭TA342‬‭.C67 2009‬
Added Entry : Scheinberg, Katya
: Vicente, Luis N
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