Research Catalog
The Newton-Cauchy framework : a unified approach to unconstrained nonlinear minimization
- Title
- The Newton-Cauchy framework : a unified approach to unconstrained nonlinear minimization / J.L. Nazareth.
- Author
- Nazareth, J. L. (John Lawrence)
- Publication
- Berlin ; New York : Springer-Verlag, ©1994.
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Use in library | T57.8 .N39 1994 | Off-site |
Details
- Description
- xii, 101 pages; 24 cm.
- Summary
- "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'S WEBSITE.
- Series Statement
- Lecture notes in computer science ; 769
- Uniform Title
- Lecture notes in computer science ; 769.
- Subject
- Bibliography (note)
- Includes bibliographical references.
- Contents
- Ch. 1. Motivation -- Ch. 2. The Metric-Based Cauchy Perspective -- Ch. 3. The Model-Based Newton Perspective -- Ch. 4. The Newton-Cauchy Framework -- Ch. 5. Convergent Implementable Algorithms -- Ch. 6. Unconstrained Optimization Technology.
- ISBN
- 0387576711
- 9780387576718
- 3540576711
- 9783540576716
- LCCN
- 93049417
- OCLC
- ocm29598250
- 29598250
- SCSB-9126538
- Owning Institutions
- Princeton University Library