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Nonlinear Programming and Variational Inequality Problems

Name: Nonlinear Programming and Variational Inequality Problems
Brand: Springer-Verlag New York Inc.
SKU: 01423234
Price: 181.49 EUR
Availability: InStock
Author: Michael Patriksson
ISBN: 9781441948069

A Unified Approach

Michael Patriksson

Language

English

Book Paperback

Libristo code: 01423234

Publishers Springer-Verlag New York Inc., November 2010

The framework of algorithms presented in this book is called Cost Approximation. It describes, for a... Full description

Libristo code: 01423234

444 b

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The framework of algorithms presented in this book is called Cost Approximation. It describes, for a given formulation of a variational inequality or nonlinear programming problem, an algorithm by means of approximating mappings and problems, a principle for the updating of the iteration points, and a merit function which guides and monitors the convergence of the algorithm. One purpose of the book is to offer this framework as an intuitively appealing tool for describing an algorithm. Another purpose is to provide a convergence analysis of the algorithms in the framework. Audience: The book will be of interest to all researchers in the field (it includes over 800 references) and can also be used for advanced courses in non-linear optimization with the possibility of being oriented either to algorithm theory or to the numerical aspects of large-scale nonlinear optimization.