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Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization (1994)
by Nazareth, John L
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Description
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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Product Details
- Springer Brand
- Feb 28, 1994 Pub Date:
- 3540576711 ISBN-10:
- 9783540576716 ISBN-13:
- English Language
- 9.25 in * 0.28 in * 6.1 in Dimensions:
- 1 lb Weight:
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