Terminated in academic year 2024/2025
Methods of Optimization
| Type of study | Doctoral |
|---|---|
| Language of instruction | English |
| Code | 470-6503/02 |
| Abbreviation | MO |
| Course title | Methods of Optimization |
| Credits | 10 |
| Coordinating department | Department of Applied Mathematics |
| Course coordinator | prof. RNDr. Zdeněk Dostál, DSc. |
Subject syllabus
Introduction to the calculus of variations. Linear spaces, functionals and their differentials (Fréchet, Gateaux), etc..
E-learning
Consultation through MS Teams.
Literature
M. S: Bazaraa, C. M. Shetty: Nonlinear programming, J. Wiley, New York 1979, ruský překlad Mir Moskva 1982.
J. Nocedal, S. Wright, Numerical Optimization, Springer, New York 2005.
R. Fletcher: Practical Methods of Optimization, John Wiley & sons, Chichester 1997.
J. Nocedal, S. Wright, Numerical Optimization, Springer, New York 2005.
R. Fletcher: Practical Methods of Optimization, John Wiley & sons, Chichester 1997.
Advised literature
D. P. Bertsekas, Nonlinear Programming, Athena Scientific, Belmont 1999.
Z. Dostal, Optimal Quadratic Programming Algorithms: With Applications to Variational Inequalities Springer, New York 2009.
I. Griva, S. G. Nash, A. Sofer, Linear and Nonlinear Optimization, Second Edition, SIAM , Philadelphia 2008.
D. T. Pham and D. Karaboga, Intelligent Optimization Techniques, Springer, London 2000.
Z. Dostal, Optimal Quadratic Programming Algorithms: With Applications to Variational Inequalities Springer, New York 2009.
I. Griva, S. G. Nash, A. Sofer, Linear and Nonlinear Optimization, Second Edition, SIAM , Philadelphia 2008.
D. T. Pham and D. Karaboga, Intelligent Optimization Techniques, Springer, London 2000.