| Code |
Course Name |
Language |
Type |
| MAT 418E |
Optimization |
English |
Elective |
| Local Credits |
ECTS |
Theoretical |
Tutorial |
Laboratory |
| 3 |
6 |
3 |
0 |
0 |
| Course Prerequisites and Class Restriction |
| Prerequisites |
MAT 211 MIN DD
or MAT 211E MIN DD
or MAT 213 MIN DD
or MAT 213E MIN DD
or MAT 102 MIN DD
or MAT 102E MIN DD
or MAT 104 MIN DD
or MAT 104E MIN DD
or MAT 188 MIN DD
or MAT 188E MIN DD
|
| Class Restriction |
None |
| Course Description |
| Unconstrained optimization; Conditions for local minima, structure and algorithmic properties of methods, Line search methods;
Golden section method, Newton’s method, Multi variable problems; Descent methods, conjugate gradient methods, Quasi-Newton
method, Constrained optimization; Linear and nonlinear programming; Lagrange multipliers, Kuhn-Tucker conditions, Nonlinear
constrained optimization; Quadratic programming, penalty functions. |
|
