Name: the newton-cauchy framework
SKU: 3485794
Price: 53.72 EUR
Availability: InStock
Author: nazareth
ISBN: 9783540576716

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Type

Physical Book

Publisher

Springer

Author

nazareth

Language

English

Pages

101

ISBN

3540576711

ISBN13

9783540576716

Synopsis "the newton-cauchy framework"

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.