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Newton-Cauchy Framework
Inglese
172 b
30 giorni per il reso
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235.59
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48.27
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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. Themonograph also makes a valueable contribution to unifying the notation and terminology of the subject. It is addressed to practitioners, researchers, instructors, and students and provides a useful and refreshing new perspective on computational nonlinear optimization.
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