| 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;
- Learnconstraint 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 | None |
|---|
| Course Description | Constrained Optimization. Linear Programming. Lagrange Multipliers. Quadratic Programming. Non-linear Programming. Newton Methods. Conjugate Direction Methods. Linear and Nonlinear Least Squares 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. |
|
15th Week |
General Repeat. |
|
| Recommended or Required Reading | 1. Fletcher R., Practical Methods of Optimization, 2/E, ISBN: 0471278289, J. Wiley, 2001
2. Bradie A., A Friendly Introduction to Numerical Analysis, 6/E, ISBN-13: 9780130130549, Pearson/Prentice Hall, 2006
3. Aktaş Z., Sayısal Çözümleme, ODTÜ Yayınları, 1991
|
|---|
| 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 |
|
| ECTS Allocated Based on Student Workload |
| Activities |
Quantity |
Duration (Hour) |
Total Workload (Hour) |
| Midterm exam |
1 |
1.5 |
1.5 |
| Preparation for Quiz |
3 |
5 |
15 |
| Individual or group work |
|
|
|
| Preparation for Final exam |
1 |
30 |
30 |
| Course hours |
14 |
4 |
56 |
| Preparation for Midterm exam |
1 |
25 |
25 |
| Laboratory (including preparation) |
|
|
|
| Final exam |
1 |
1.5 |
1.5 |
| Homework |
2 |
10 |
20 |
| Quiz |
3 |
0.8 |
2.4 |
| Total Work Load | 151.4 |
| Total Work Load / 30 (h) | 5.04 |
| ECTS Credit of the Course | 5 |
|
| Language of Instruction | Turkish |
|---|
| Work Placement(s) | No |
|---|
