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Více informací o knize Newton-Cauchy Framework

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Mathematical theory of computation

• Plný název: Newton-Cauchy Framework
• Podnázev: A Unified Approach to Unconstrained Nonlinear Minimization
• Autor: J. L. Nazareth
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 108
• EAN: 9783540576716
• ISBN: 3540576711
• ID: 01565764
• Nakladatelství: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnost: 410 g
• Rozměry: 233 × 155 × 7 mm
• Datum vydání: 28. February 1994

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