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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Philadelphia, Pennsylvania :
Society for Industrial and Applied Mathematics,
2014.
|
| Colección: | MOS-SIAM series on optimization.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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|---|---|---|---|
| 001 | KNOVEL_ocn890593887 | ||
| 003 | OCoLC | ||
| 005 | 20231027140348.0 | ||
| 006 | m eo d | ||
| 007 | cr bn||||m|||a | ||
| 008 | 140915s2014 pau ob 001 0 eng d | ||
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| 019 | |a 1066685381 | ||
| 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) | ||
| 028 | 5 | 0 | |a MO19 |b SIAM |
| 035 | |a (OCoLC)890593887 |z (OCoLC)1066685381 | ||
| 050 | 4 | |a QA402.5 |b .B4224 2014eb | |
| 082 | 0 | 4 | |a 519.6 |2 23 |
| 049 | |a UAMI | ||
| 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. | |
| 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 ACADEMIC - Process Design, Control & Automation | ||
| 630 | 0 | 0 | |a MATLAB. |
| 630 | 0 | 7 | |a MATLAB |2 fast |
| 650 | 0 | |a Mathematical optimization. | |
| 650 | 0 | |a Nonlinear theories. | |
| 650 | 6 | |a Optimisation mathématique. | |
| 650 | 6 | |a Théories non linéaires. | |
| 650 | 7 | |a Mathematical optimization |2 fast | |
| 650 | 7 | |a Nonlinear theories |2 fast | |
| 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://appknovel.uam.elogim.com/kn/resources/kpINOTAAMF/toc |z Texto completo |
| 994 | |a 92 |b IZTAP | ||