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Introduction to derivative-free opti...

Conn, A. R.

Introduction to derivative-free optimization /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Introduction to derivative-free optimization /Andrew R. Conn, Katya Scheinberg, Luis N. Vicente.
作者:	Conn, A. R.
其他作者:	Vicente, Luis N.
出版者:	Philadelphia :Society for Industrial and Applied Mathematics/Mathematical Programming Society,c2009.
面頁冊數:	xii, 277 p. :ill. ;26 cm.
標題:	Mathematical models.
電子資源:	http://www.loc.gov/catdir/enhancements/fy0913/2008038005-b.html
電子資源:	http://www.loc.gov/catdir/enhancements/fy0913/2008038005-d.html
電子資源:	http://www.loc.gov/catdir/enhancements/fy0913/2008038005-t.html
ISBN:	9780898716689 (pbk.)

Introduction to derivative-free optimization /
Conn, A. 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. - xii, 277 p. :ill. ;26 cm. - MPS-SIAM series on optimization ;8. - MPS-SIAM series on optimization ;8..

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.

ISBN: 9780898716689 (pbk.)

LCCN: 2008038005

Nat. Bib. No.: GBA940861bnb

Nat. Bib. Agency Control No.: 015118365UkSubjects--Topical Terms:

182479
Mathematical models.

LC Class. No.: TA342 / .C67 2009

Dewey Class. No.: 519.6

Introduction to derivative-free optimization /
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015 $a GBA940861 $2 bnb
016 7 $a 015118365 $2 Uk
020 $a 9780898716689 (pbk.)
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050 0 0 $a TA342 $b .C67 2009
082 0 0 $a 519.6 $2 22
100 $a Conn, A. R. $3 281731
245 1 0 $a Introduction to derivative-free optimization / $c Andrew R. Conn, Katya Scheinberg, Luis N. Vicente.
260 $a Philadelphia : $c c2009. $b Society for Industrial and Applied Mathematics/Mathematical Programming Society,
300 $a xii, 277 p. : $b ill. ; $c 26 cm.
490 1 $a MPS-SIAM series on optimization ; $v 8
504 $a Includes bibliographical references (p. 255-270) and index.
505 0 $a 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.
650 $a Mathematical models. $3 182479
650 $a Mathematical optimization $x Industrial applications. $3 328920
650 $a Engineering mathematics. $3 182072
650 $a Industrial engineering $x Mathematics. $3 328921
650 $a Search theory. $3 211960
650 $a Nonlinear theories. $3 182014
700 $a Vicente, Luis N. $3 328919
700 $a Scheinberg, Katya. $3 328918
830 $a MPS-SIAM series on optimization ; $v 8. $3 452288
856 4 2 $3 Contributor biographical information $u http://www.loc.gov/catdir/enhancements/fy0913/2008038005-b.html $z http://www.loc.gov/catdir/enhancements/fy0913/2008038005-b.html
856 4 2 $3 Publisher description $u http://www.loc.gov/catdir/enhancements/fy0913/2008038005-d.html $z http://www.loc.gov/catdir/enhancements/fy0913/2008038005-d.html
856 4 1 $3 Table of contents only $u http://www.loc.gov/catdir/enhancements/fy0913/2008038005-t.html $z http://www.loc.gov/catdir/enhancements/fy0913/2008038005-t.html

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http://www.loc.gov/catdir/enhancements/fy0913/2008038005-b.html
http://www.loc.gov/catdir/enhancements/fy0913/2008038005-d.html
http://www.loc.gov/catdir/enhancements/fy0913/2008038005-t.html

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