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Newton-Cauchy Framework

Name: Newton-Cauchy Framework
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01565764
Price: 53.79 EUR
Availability: InStock
Author: J. L. Nazareth
ISBN: 9783540576716

A Unified Approach to Unconstrained Nonlinear Minimization

J. L. Nazareth

Language

English

Book Paperback

Libristo code: 01565764

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, February 1994

Computational unconstrained nonlinear optimization comes to life from a study of the interplay betwe... Full description

Libristo code: 01565764

132 b

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Computational unconstrained nonlinear optimization comes to life from a study of the interplay between the metric-based (Cauchy) and model-based (Newton) points of view. The motivating problem is that of minimizing a convex quadratic function. This research monograph reveals for the first time the essential unity of the subject. It explores the relationships between the main methods, develops the Newton-Cauchy framework and points out its rich wealth of algorithmic implications and basic conceptual methods. Themonograph also makes a valueable contribution to unifying the notation and terminology of the subject. It is addressed to practitioners, researchers, instructors, and students and provides a useful and refreshing new perspective on computational nonlinear optimization.