Introduction To Nonsmooth Optimization: Theory, Practice And Software at Meripustak

Introduction To Nonsmooth Optimization: Theory, Practice And Software

Books from same Author: Adil Bagirov and Napsu Karmitsa and Marko M Makela

Books from same Publisher: Springer Publishing Company

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  • General Information  
    Author(s)Adil Bagirov and Napsu Karmitsa and Marko M Makela
    PublisherSpringer Publishing Company
    ISBN9783319081137
    Pages372
    BindingHardbound
    LanguageEnglish
    Publish YearAugust 2014

    Description

    Springer Publishing Company Introduction To Nonsmooth Optimization: Theory, Practice And Software by Adil Bagirov and Napsu Karmitsa and Marko M Makela

    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.