| Course Type | Elective Course |
|---|
| Course Level | Bachelor's Degree |
|---|
| Year of Study | - |
|---|
| Semester | - |
|---|
| ECTS | 5 |
|---|
| Name of Lecturer(s) |
- |
| Learning Outcomes |
At the end of this course, the students;
- Learn constraint and unconstraint optimization problems.
- Learn linear, non-linear and square programming.
- Learn various algorithms and applications.
|
| Mode of Delivery | Face to face |
|---|
| Prerequisites | No |
|---|
| Recommended Optional Programme Components | |
|---|
| Course Description | Description of optimization, Calculation of extremes and parameter optimization, Lagrange multipliers. Manner criteria, Dynamic programming, Calculation of variations calculation and Pontryagin's minimum principle, Dynamic optimization in the face of equivalence and inequality, Hamilton-Jacobi-Bellmann equation, Matrice Riccati equation, optimization of discrete time control systems, Numerical solution methods of optimal control problems. |
|---|
| Course Contents |
| WEEK |
TOPICS |
|
1st Week |
Constrained Optimization. |
|
2nd Week |
Linear Programming. |
|
3rd Week |
Lagrange Multipliers. |
|
4th Week |
Quadratic Programming. |
|
5th Week |
Non-linear Programming. |
|
6th Week |
Newton Methods. |
|
7th Week |
Conjugate Direction Methods. |
|
8th Week |
Mid-term |
|
9th Week |
Linear and Nonlinear Least Squares Problems. |
|
10th Week |
Linear and Nonlinear Least Squares Problems |
|
11th Week |
Linear and Nonlinear Least Squares Problems |
|
12th Week |
Linear and Nonlinear Least Squares Problems |
|
13th Week |
Linear and Nonlinear Least Squares Problems |
|
14th Week |
Linear and Nonlinear Least Squares Problems |
|
| Recommended or Required Reading | * Global Methods in Optimal Control Theory, Krotov, Vadim F., Marcel Dekker, Inc., Newyork |
|---|
| Planned Learning Activities and Teaching Methods |
- Lecture
- Questions/Answers
- Problem Solving
- Other
|
|---|
| Assessment Methods and Criteria |
|
Quantity |
Percentage (%) |
| Mid-term |
1 |
30 |
| Assignment |
1 |
15 |
| Quiz |
5 |
15 |
| Total(%) |
|
60 |
| Contribution of In-term Studies to Overall Grade(%) |
|
60 |
| Contribution of Final Examination to Overall Grade(%) |
|
40 |
| Total(%) |
|
100 |
|
| Language of Instruction | - |
|---|
| Work Placement(s) | No |
|---|
