Research Catalog
Numerical optimization
- Title
- Numerical optimization / Jorge Nocedal, Stephen J. Wright.
- Author
- Nocedal, Jorge.
- Publication
- New York : Springer, [2006], ©2006.
Items in the Library & Off-site
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
Not available - Please for assistance. | Text | Request in advance | QA402.5 .N62 2006g | Off-site |
Holdings
Details
- Additional Authors
- Wright, Stephen J., 1960-
- Description
- xxii, 664 pages : illustrations; 25 cm.
- Series Statement
- Springer series in operations research and financial engineering
- Uniform Title
- Springer series in operations research.
- Subjects
- Bibliography (note)
- Includes bibliographical references (p. [637]-652) and index.
- Contents
- 1. Introduction -- 2. Fundamentals of unconstrained optimization -- 3. Line search methods -- 4. Trust-region methods -- 5. Conjugate gradient methods -- 6. Quasi-Newton methods -- 7. Large-scale unconstrained optimization -- 8. Calculating derivatives -- 9. Derivative-free optimization -- 10. Least-squares problems -- 11. Nonlinear equations -- 12. Theory of constrained optimization -- 13. Linear programming : the simplex method -- 14. Linear programming : interior-point methods -- 15. Fundamentals of algorithms for nonlinear constrained optimization -- 16. Quadratic programming -- 17. Penalty and augmented Lagrangian methods -- 18. Sequential quadratic programming -- 19. Interior-point methods for nonlinear programming.
- ISBN
- 0387303030 (hd. bd.)
- OCLC
- ocm68629100
- SCSB-5282794
- Owning Institutions
- Columbia University Libraries