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

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Item description for The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization (Lecture Notes in Computer Science) by John L. Nazareth...

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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Item Specifications...


Pages   101
Est. Packaging Dimensions:   Length: 9" Width: 5.9" Height: 0.3"
Weight:   0.4 lbs.
Binding  Softcover
Release Date   Mar 23, 1994
Publisher   Springer
ISBN  3540576711  
ISBN13  9783540576716  


Availability  105 units.
Availability accurate as of May 24, 2017 03:48.
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1Books > Subjects > Computers & Internet > General
2Books > Subjects > Computers & Internet > Graphics & Illustration > CAD
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5Books > Subjects > Science > Mathematics > Applied > General
6Books > Subjects > Science > Mathematics > Number Systems



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