Introduction to Nonsmooth Optimization: Theory, Practice and Software - Image 1

£108.21

Springer Introduction to Nonsmooth Optimization: Theory, Practice and Software

Name: Introduction to Nonsmooth Optimization: Theory, Practice and Software
Brand: Springer
Price: 109.03 GBP
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72 black & white illustrations, biograph

Management Science

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Description

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 provide 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.

Product Specifications

Brand: Springer
Model: 72 black & white illustrations, biograph
Format: hardcover
ASIN: 3319081136
Category: Books > Subjects > Business, Finance & Law > Management > Management Science
Domain: Amazon UK
Release Date: 22 August 2014
Listed Since: 19 May 2014

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Springer Introduction to Nonsmooth Optimization: Theory, Practice and Software

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