Description: Introduction to Nonsmooth Optimization : Theory, Practice and Software, Paperback by Bagirov, Adil; Karmitsa, Napsu; Ma¨kela¨, Marko M., ISBN 331934627X, ISBN-13 9783319346274, Like New Used, Free shipping in the US 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. Th 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.Th 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.
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Book Title: Introduction to Nonsmooth Optimization : Theory, Practice and Sof
Number of Pages: Xviii, 372 Pages
Language: English
Publication Name: Introduction to Nonsmooth Optimization : Theory, Practice and Software
Publisher: Springer International Publishing A&G
Publication Year: 2016
Subject: Numerical Analysis, Operations Research, Optimization
Item Height: 0.8 in
Type: Textbook
Item Weight: 208.6 Oz
Author: Napsu Karmitsa, Adil Bagirov, Marko M. Makela
Subject Area: Mathematics, Business & Economics
Item Length: 9.2 in
Item Width: 6.1 in
Format: Trade Paperback
