| The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization 1994 Edition Contributor(s): Nazareth, John L. (Author) |
|
 |
ISBN: 3540576711 ISBN-13: 9783540576716 Publisher: Springer OUR PRICE: $52.24 Product Type: Paperback Published: February 1994 Annotation: 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. |
| Additional Information |
| BISAC Categories: - Computers | Cad-cam - Mathematics | Applied - Mathematics | Linear & Nonlinear Programming |
| Dewey: 004.01 |
| Series: Lecture Notes in Computer Science |
| Physical Information: 0.26" H x 6.14" W x 9.21" (0.41 lbs) 108 pages |