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Introduction to nonsmooth optimization theory practice and software


Foto: Introduction to nonsmooth optimization theory practice and software
Rubriek: Textual/Printed/Reference Materials - Boek
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Inhoudsopgave:

Omschrijving:

This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily differentiable optimization). The book covers both the theory and the numerical methods used in NSO and provide an overview of different problems arising in the field. a guide to NSO software.

The book is ideal for anyone teaching or attending NSO courses.

This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily differentiable optimization). Solving these kinds of problems plays a critical role in many industrial applications and real-world modeling systems, for example in the context of image denoising, optimal control, neural network training, data mining, economics, and computational chemistry and physics. The book covers both the theory and the numerical methods used in NSO, and provides an overview of different problems arising in the field. It is organized into three parts:

1.convex and nonconvex analysis and the theory of NSO;

2.test problems and practical applications;

3.a guide to NSO software.

The book is ideal for anyone teaching or attending NSO courses. As an accessible introduction to the field, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization.



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Product specificaties:

Taal: en

Bindwijze: Paperback

Oorspronkelijke releasedatum: 23 augustus 2016

Aantal pagina's: 372

Illustraties: Nee

Hoofdauteur: Adil Bagirov

Tweede Auteur: Napsu Karmitsa

Co Auteur: Marko M. Makela

Hoofduitgeverij: Springer

Editie: Softcover reprint of the original 1st ed. 2014

Extra groot lettertype: Nee

Product breedte: 155 mm

Product lengte: 235 mm

Studieboek: Nee

Verpakking breedte: 156 mm

Verpakking hoogte: 235 mm

Verpakking lengte: 230 mm

Verpakkingsgewicht: 266 g

EAN: 9783319346274