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Introduction to Nonsmooth Optimization

Name: Introduction to Nonsmooth Optimization
Brand: Springer International Publishing AG
SKU: 02723694
Price: 54542 HUF
Availability: InStock
Author: Adil Bagirov
ISBN: 9783319081137

Theory, Practice and Software

Adil Bagirov

Napsu Karmitsa

Marko M. Mäkelä

Language

English

Book Hardback

Libristo code: 02723694

Publishers Springer International Publishing AG, August 2014

This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily di erentiab... Full description

Libristo code: 02723694

374 b

54 542 Ft

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This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily di erentiable 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 di erent problems arising in the eld. 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 eld, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization.