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The Newton-Cauchy Framework

The Newton-Cauchy Framework A Unified Approach to Unconstrained Nonlinear Minimization - Lecture Notes in Computer Science

1994

Paperback (28 Feb 1994)

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Publisher's Synopsis

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. The monograph also makes a valueable contribution to unifying the notation and terminology of the subject. It is addressed topractitioners, researchers, instructors, and students and provides a useful and refreshing new perspective on computational nonlinear optimization.

Book information

ISBN: 9783540576716
Publisher: Springer Berlin Heidelberg
Imprint: Springer
Pub date:
Edition: 1994
Language: English
Number of pages: 108
Weight: 410g
Height: 234mm
Width: 156mm
Spine width: 6mm