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the newton-cauchy framework (in English)
Nazareth (Author)
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the newton-cauchy framework (in English) - nazareth
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Synopsis "the newton-cauchy framework (in English)"
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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The book is written in English.
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