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

This book provides the foundations of the theory of nonlinear optimization as well as some related algorithms and presents a variety of applications from diverse areas of applied sciences. The author combines three pillars of optimization-theoretical and algorithmic foundation, familiarity with vari...

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Bibliographic Details
Main Author: Beck, Amir, (Author)
Format: eBook
Language: English
Published: Philadelphia, Pennsylvania : Society for Industrial and Applied Mathematics, 2014.
Series: MOS-SIAM series on optimization.
Subjects:
MATLAB.
MATLAB
Mathematical optimization.
Nonlinear theories.
elektronické knihy
electronic books
ISBN: 9781611973655
1611973651
9781523109388
1523109386
9781611973648
1611973643
Physical Description: 1 online resource (x, 282 pages)

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Table of contents

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007 cr cn|||||||||
008 140915s2014 pau ob 001 0 eng d
040 |a CaBNVSL  |b eng  |e rda  |e pn  |c J2I  |d J2I  |d UIU  |d OCLCF  |d CUS  |d OCLCQ  |d STF  |d OCLCQ  |d KNOVL  |d AU@  |d WYU  |d OCLCQ  |d OCLCO  |d OCLCQ  |d OCLCO  |d UKBTH  |d MM9  |d OCLCO  |d OCLCQ  |d UIU  |d OCLCO  |d OCLCL  |d OCLCQ  |d NUI 
020 |a 9781611973655  |q (electronic bk.) 
020 |a 1611973651  |q (electronic bk.) 
020 |a 9781523109388  |q (electronic bk.) 
020 |a 1523109386  |q (electronic bk.) 
020 |z 9781611973648  |q (print) 
020 |z 1611973643  |q (print) 
035 |a (OCoLC)890593887  |z (OCoLC)1066685381 
100 1 |a Beck, Amir,  |e author. 
245 1 0 |a Introduction to nonlinear optimization :  |b theory, algorithms, and applications with MATLAB /  |c Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel. 
264 1 |a Philadelphia, Pennsylvania :  |b Society for Industrial and Applied Mathematics,  |c 2014. 
300 |a 1 online resource (x, 282 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a MOS-SIAM series on optimization 
504 |a Includes bibliographical references 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. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 3 |a This book provides the foundations of the theory of nonlinear optimization as well as some related algorithms and presents a variety of applications from diverse areas of applied sciences. The author combines three pillars of optimization-theoretical and algorithmic foundation, familiarity with various applications, and the ability to apply the theory and algorithms on actual problems--and rigorously and gradually builds the connection between theory, algorithms, applications, and implementation. 
500 |a Title from title screen, viewed 9/10/2014. 
590 |a Knovel  |b Knovel (All titles) 
630 0 0 |a MATLAB. 
630 0 7 |a MATLAB  |2 fast 
650 0 |a Mathematical optimization. 
650 0 |a Nonlinear theories. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
710 2 |a Society for Industrial and Applied Mathematics,  |e publisher. 
776 0 8 |i Print version:  |z 1611973643  |z 9781611973648  |w (DLC) 2014029493 
830 0 |a MOS-SIAM series on optimization. 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpINOTAAMF/introduction-to-nonlinear?kpromoter=marc  |y Full text 

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