The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization - Lecture Notes in Computer Science 769 (Paperback)
  • The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization - Lecture Notes in Computer Science 769 (Paperback)
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The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization - Lecture Notes in Computer Science 769 (Paperback)

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£53.99
Paperback 108 Pages / Published: 28/02/1994
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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. 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.

Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN: 9783540576716
Number of pages: 108
Weight: 410 g
Dimensions: 233 x 155 x 6 mm
Edition: 1994 ed.

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