Linear Optimization(IND 501)
| Course Code | Course Name | Semester | Theory | Practice | Lab | Credit | ECTS |
|---|---|---|---|---|---|---|---|
| IND 501 | Linear Optimization | 1 | 3 | 0 | 0 | 3 | 6 |
| Prerequisites | |
| Admission Requirements |
| Language of Instruction | |
| Course Type | |
| Course Level | Masters Degree |
| Course Instructor(s) | EBRU ANGÜN ebru.angun@gmail.com (Email) |
| Assistant | |
| Objective | |
| Content | |
| Course Learning Outcomes | |
| Teaching and Learning Methods | |
| References |
Theory Topics
| Week | Weekly Contents |
|---|---|
| 1 | Modeling of optimization problems (Bazaraa, Jarvis & Sherali, Chapter 1, Bertsimas & Tsitsiklis, Chapter 1) |
| 2 | Modeling of optimization problems (Bazaraa & Sherali, Chapter 1, Wolsey, Chapter 1) and solution through GAMS and MATLAB+CPLEX |
| 3 | Basic concepts in linear algebra (Bazaraa, Jarvis & Sherali, Chapter 2) |
| 4 | Basic concepts in convex analysis (Bazaraa, Jarvis & Sherali, Chapter 2) |
| 5 | The simplex and big-M algorithms (Bazaraa, Jarvis & Sherali, Chapter 3) |
| 6 | The two-phase algorithm, degeneration, cycling, and cycling prevention rules (Bazaraa, Jarvis & Sherali, Chapter 4) |
| 7 | Farkas’ lemma, Karush-Kuhn-Tucker optimality conditions (Bazaraa, Jarvis & Sherali, Chapter 5) |
| 8 | Midterm I |
| 9 | Duality and sensitivity analysis (Bazaraa, Jarvis & Sherali, Chapter 6, Bertsimas & Tsitsiklis, Chapter 4) |
Practice Topics
| Week | Weekly Contents |
|---|
Contribution to Overall Grade
| Number | Contribution | |
|---|---|---|
| Contribution of in-term studies to overall grade | 0 | 0 |
| Contribution of final exam to overall grade | 0 | 0 |
| Toplam | 0 | 0 |
In-Term Studies
| Number | Contribution | |
|---|---|---|
| Assignments | 0 | 0 |
| Presentation | 0 | 0 |
| Midterm Examinations (including preparation) | 0 | 0 |
| Project | 0 | 0 |
| Laboratory | 0 | 0 |
| Other Applications | 0 | 0 |
| Quiz | 0 | 0 |
| Term Paper/ Project | 0 | 0 |
| Portfolio Study | 0 | 0 |
| Reports | 0 | 0 |
| Learning Diary | 0 | 0 |
| Thesis/ Project | 0 | 0 |
| Seminar | 0 | 0 |
| Other | 0 | 0 |
| Toplam | 0 | 0 |
| No | Program Learning Outcomes | Contribution | ||||
|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | ||
| 1 | ||||||
| 2 | ||||||
| 3 | ||||||
| 4 | X | |||||
| 5 | X | |||||
| 6 | X | |||||
| 7 | X | |||||
| 8 | ||||||
| 9 | X | |||||
| 10 | X | |||||
| 11 | X | |||||
| 12 | ||||||
| Activities | Number | Period | Total Workload |
|---|---|---|---|
| Class Hours | 14 | 3 | 42 |
| Working Hours out of Class | 12 | 3 | 36 |
| Assignments | 5 | 10 | 50 |
| Midterm Examinations (including preparation) | 2 | 10 | 20 |
| Other Applications | 1 | 17 | 17 |
| Total Workload | 165 | ||
| Total Workload / 25 | 6.60 | ||
| Credits ECTS | 7 | ||