Optimization Theory and Methods Nonlinear Programming /
This book, a result of the authors’ teaching and research experience in various universities and institutes over the past ten years, can be used as a textbook for an optimization course for graduates and senior undergraduates. It systematically describes optimization theory and several powerful meth...
Κύριοι συγγραφείς: | , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Boston, MA :
Springer US,
2006.
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Σειρά: | Springer Optimization and Its Applications ;
1 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Line Search
- Newton’s Methods
- Conjugate Gradient Method
- Quasi-Newton Methods
- Trust-Region Methods and Conic Model Methods
- Solving Nonlinear Least-Squares Problems
- Theory of Constrained Optimization
- Quadratic Programming
- Penalty Function Methods
- Feasible Direction Methods
- Sequential Quadratic Programming
- Trust-Region Methods for Constrained Problems
- Nonsmooth Optimization.