The Newton-Cauchy Framework

A Unified Approach to Unconstrained Nonlinear Minimization

By:

John L Nazareth

Format:

Paperback / softback

Series:

Lecture Notes in Computer Science,

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Description

Computational unconstrained nonlinear optimization comes tolife from a study of the interplay between the metric-based(Cauchy) and model-based (Newton) points of view. Themotivating problem is that of minimizing a convex quadraticfunction. This research monograph reveals for the first timethe essential unity of the subject. It explores therelationships between the main methods, develops theNewton-Cauchy framework and points out its rich wealth ofalgorithmic implications and basic conceptual methods. Themonograph also makes a valueable contribution to unifyingthe notation and terminology of the subject. It is addressedtopractitioners, researchers, instructors, and students andprovides a useful and refreshing new perspective oncomputational nonlinear optimization.

Release date Australia

February 28th, 1994

Author

John L Nazareth

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational

Illustrations

XII, 108 p.

Pages

108

Series

Lecture Notes in Computer Science,

Dimensions

155x233x6

ISBN-13

9783540576716

Product ID

2816735

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