Newton-Type Methods for Optimization and Variational Problems
This book presents comprehensive state-of-the-art theoretical analysis of the fundamental Newtonian and Newtonian-related approaches to solving optimization and variational problems. A central focus is the relationship between the basic Newton scheme for a given problem and algorithms that also enjo...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2014, 2014
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| Edition: | 1st ed. 2014 |
| Series: | Springer Series in Operations Research and Financial Engineering
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 1. Elements of optimization theory and variational analysis
- 2. Equations and unconstrained optimization
- 3. Variational problems: local methods
- 4. Constrained optimization: local methods
- 5. Variational problems: globalization of convergence
- 6. Constrained optimization: globalization of convergence
- 7. Degenerate problems with non-isolated solutions
- A. Miscellaneous material