Graduate Projects
Ομάδες
Γενικά links για βελτιστοποίηση
Projects
- Hook & Jeeves (Πετράκης - Καστίδου)
- Nonlinear Programming, Theory and Applications*
M. S. Bazaraa, H. D. Sherali, C. M. Shetty
John Wiley & Sons
- Methods of Optimization*
G. R. Walsh
John Wiley & Sons
- Iterative Methods for Optimization*
C. T. Kelley
SIAM
- Newton method with line search (Γεωργόπουλος - Σεβεντεκίδης)
- Practical Methods of Optimization*
R. Fletcher
John Wiley & Sons
- Nonlinear Programming, Theory and Applications*
M. S. Bazaraa, H. D. Sherali, C. M. Shetty
John Wiley & Sons
- Iterative Methods for Optimization*
C. T. Kelley
SIAM
- Numerical Optimization*
J. Nocedal, S. J. Wright
Springer Series in Operation Research
- Linear and Nonlinear Programming*
S. G. Nash, A. Sofer
Mc Graw Hill
- Newton method Trust region approach - Dog leg (Παπαφώτη - Σαλτέας)
- Practical Methods of Optimization*
R. Fletcher
John Wiley & Sons
- Nonlinear Programming, Theory and Applications*
M. S. Bazaraa, H. D. Sherali, C. M. Shetty
John Wiley & Sons
- Iterative Methods for Optimization*
C. T. Kelley
SIAM
- Numerical Optimization*
J. Nocedal, S. J. Wright
Springer Series in Operation Research
- Linear and Nonlinear Programming*
S. G. Nash, A. Sofer
Mc Graw Hill
- Limited Memory BFGS (Καρακασίδης- Χάντας)
- Truncated Newton (Βαλασούλης - Καρβέλης - Ντούβας)
- Linear and Nonlinear Programming*
S. G. Nash, A. Sofer
Mc Graw Hill
- Numerical Optimization*
J. Nocedal, S. J. Wright
Springer Series in Operation Research
- A Survey of Truncated-Newton Methods
S. G. Nash
Journal of Computational and Applied Mathematics, 124 (2000), pp. 45-59
- TNPACK—a truncated Newton minimization package for large-scale problems: I. Algorithm and usage
Ειδικές πληροφορίες για την μέθοδο Truncated Newton
- Truncated Newton algorithms for large scale unconstrained optimization*
R. S. Dembo, T. Steihaug
Mathematical Programming
- Preconditioning of Truncated Newton methods*
S. G. Nash
SIAM Journal
- Numerical Experiences with new Truncated Newton methods in large scale unconstrained Optimization*
S. Luicidi, M. Roma
J. Computational Optimization and Applications
- Price with Local search (Κοντογιώργης - Λεοντιάδης)
- Modified Price algorithm [465]
Περιγραφή του προς υλοποίηση αλγόριθμου
- Numerical Methods for Unconstrained Optimization and Nonlinear Equations*
J. E. Dennis, R. B. Schnabel
SIAM
- Fletcher & Xu for Least squares (Πέτσιος - Τζίκας)
- Hybrid Methods for Nonlinear Least Squares*
R. Fletcher, C. Xu
IMA Journal of Numerical Analysis
- Variational Methods for Nonlinear least squares*
M. Al-Baali, R. Fletcher
J. Operational Research
- Optimization Toolbox (Matlab)
Εισαγωγικές έννοιες για το πρόβλημα των ελαχίστων τετραγώνων
- Nonlinear least squares
Συνοπτική περιγραφή της μεθόδου Gauss-Newton, αναφορές
* Απευθυνθείτε στον κ. Βόγκλη για να σας δώσει τα απαραίτητα κείμενα (βιβλία/δημοσιεύσεις)
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