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Introduction to nonlinear optimizati...

Beck, Amir.

Introduction to nonlinear optimization : = theory, algorithms, and applications with MATLAB /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Introduction to nonlinear optimization :/ Amir Beck.
Reminder of title:	theory, algorithms, and applications with MATLAB /
Author:	Beck, Amir.
Published:	Philadelphia :Society for Industrial and Applied Mathematics : : c2014.,
Description:	xii, 282 p. :ill. (chiefly col.) ; : 26 cm.;
Subject:	Mathematical optimization. -
Online resource:	http://www.loc.gov/catdir/enhancements/fy1503/2014029493-b.html
Online resource:	http://www.loc.gov/catdir/enhancements/fy1503/2014029493-d.html
Online resource:	http://www.loc.gov/catdir/enhancements/fy1503/2014029493-t.html
ISBN:	9781611973648 (pbk.) :

Introduction to nonlinear optimization : = theory, algorithms, and applications with MATLAB /
Beck, Amir.

Introduction to nonlinear optimization :theory, algorithms, and applications with MATLAB /Amir Beck. - Philadelphia :Society for Industrial and Applied Mathematics :c2014. - xii, 282 p. :ill. (chiefly col.) ;26 cm. - MOS-SIAM series on optimization.

Includes bibliographical references (p. 277-279) and index.

Mathematical preliminaries -- Optimality conditions for unconstrained optimization -- Least squares -- The gradient method -- Newton's method -- Convex sets -- Convex functions -- Convex optimization -- Optimization over a convex set -- Optimality conditions for linearly constrained problems -- The KKT conditions -- Duality.

ISBN: 9781611973648 (pbk.) :NT3256

LCCN: 2014029493Subjects--Uniform Titles:

MATLAB.
Subjects--Topical Terms:

527675
Mathematical optimization.

LC Class. No.: QA402.5 / .B4224 2014

Dewey Class. No.: 519.6

Introduction to nonlinear optimization : = theory, algorithms, and applications with MATLAB /
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100 1 $a Beck, Amir. $3 1050297
245 1 0 $a Introduction to nonlinear optimization : $b theory, algorithms, and applications with MATLAB / $c Amir Beck.
260 # $a Philadelphia : $b Society for Industrial and Applied Mathematics : $b Mathematical Optimization Society, $c c2014.
300 $a xii, 282 p. : $b ill. (chiefly col.) ; $c 26 cm.
490 0 $a MOS-SIAM series on optimization
504 $a Includes bibliographical references (p. 277-279) and index.
505 0 # $a Mathematical preliminaries -- Optimality conditions for unconstrained optimization -- Least squares -- The gradient method -- Newton's method -- Convex sets -- Convex functions -- Convex optimization -- Optimization over a convex set -- Optimality conditions for linearly constrained problems -- The KKT conditions -- Duality.
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650 # 0 $a Mathematical optimization. $3 527675
650 # 0 $a Nonlinear theories. $3 527937
856 4 2 $3 Contributor biographical information $u http://www.loc.gov/catdir/enhancements/fy1503/2014029493-b.html
856 4 2 $3 Publisher description $u http://www.loc.gov/catdir/enhancements/fy1503/2014029493-d.html
856 4 1 $3 Table of contents only $u http://www.loc.gov/catdir/enhancements/fy1503/2014029493-t.html