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Introduction to derivative-free optimization / Andrew R. Conn, Katya Scheinberg, Luis N. Vicente

By: Contributor(s): Series: MPS-SIAM series on optimization ; 8Publisher: Philadelphia : Society for Industrial and Applied Mathematics/Mathematical Programming Society, c2009Copyright date: ©2009Description: 1 online resource (xii, 289 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9780898716689
  • 0898716683
Subject(s): Genre/Form: LOC classification:
  • TA342
Online resources:
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.
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Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
e-Book M. Kamal Hassan Library M. Kamal Hassan Library E-Book Collection eb TA 342 C752I 2009 (Browse shelf(Opens below)) 1 Not for loan 1114019804

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.

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