Item description for The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization (Lecture Notes in Computer Science) by John L. Nazareth...
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.
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Est. Packaging Dimensions: Length: 9" Width: 5.9" Height: 0.3" Weight: 0.4 lbs.
Release Date Mar 23, 1994
ISBN 3540576711 ISBN13 9783540576716
Availability 105 units. Availability accurate as of Mar 27, 2017 10:31.
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