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Department of Industrial Engineering
IE 321 | Course Introduction and Application Information
| Course Name |
Dynamic and Nonlinear Programming
|
|
Code
|
Semester
|
Theory
(hour/week) |
Application/Lab
(hour/week) |
Local Credits
|
ECTS
|
|
IE 321
|
FALL
|
2
|
2
|
3
|
6
|
| Prerequisites | Passing IE 251 (Receiving at least a DD grade) and Passing MATH 240 (Receiving at least a DD grade) or Passing IE 240 (Receiving at least a DD grade) | |||||
| Course Language | English | |||||
| Course Type | Required (Core Course) | |||||
| Course Level | First Cycle | |||||
| Mode of Delivery | Face to face | |||||
| Teaching Methods and Techniques of the Course |
Lecture / Presentation Q & A Problem solving |
|||||
| National Occupational Classification Code | - | |||||
| Course Coordinator |
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| Course Lecturer(s) |
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|||||
| Assistant(s) | - | |||||
| Course Objectives | This course aims to teach students the main concepts and problem types of dynamic and nonlinear programming together with their solution methods. | |||||||||||||||||||||||||||||||||||||||||||||||||||||
| Learning Outcomes |
The students who succeeded in this course;
|
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| Course Description | This course includes, deterministic and probabilistic dynamic programming, one-variable, multivariable, unconstrained and constrained nonlinear programming problems. | |||||||||||||||||||||||||||||||||||||||||||||||||||||
| Related Sustainable Development Goals |
-
|
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|
|
Core Courses |
|
| Major Area Courses |
X
|
|
| Supportive Courses |
|
|
| Media and Managment Skills Courses |
|
|
| Transferable Skill Courses |
|
WEEKLY SUBJECTS AND RELATED PREPARATION STUDIES
| Week | Subjects | Required Materials | Learning Outcome |
| 1 | Dynamic Programming - Introduction | Chapter 11, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO1 |
| 2 | Dynamic Programming | Chapter 11, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO1 |
| 3 | Dynamic Programming | Chapter 11, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO2 |
| 4 | Dynamic Programming | Chapter11, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO2 |
| 5 | Dynamic Programming | Chapter 11, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO2 |
| 6 | Dynamic Programming | Chapter11, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO2 |
| 7 | Dynamic Programming | Chapter11, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO2 |
| 8 | Midterm | - | |
| 9 | Nonlinear Programming | Chapter 13, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO3 |
| 10 | Nonlinear Programming | Chapter13, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO3 |
| 11 | Nonlinear Programming | Chapter 13, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO4 |
| 12 | Nonlinear Programming | Chapter13, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO4 |
| 13 | Nonlinear Programming | Chapter 13, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO5 |
| 14 | Nonlinear Programming | Chapter 13, Hillier, F. S., Lieberman, G. J. "Introduction to Operations Research", Mc GrawHill. | LO4 |
| 15 | Review of Semester | - | |
| 16 | Final Exam | - |
| Course Notes/Textbooks | Introduction to Operations Research Frederick S. Hillier Gerald J. Lieberman 11th Edition 2021 Mc GrawHill ISBN 978-1-260-57587-3. |
| Suggested Readings/Materials | Operations Research Applications and Algorithms Wayne L. Winston 4th Ed Duxbury Press ISBN 0534209718. Operations Research. An Introduction Hamdy A. Taha Sixth Edition 1997 PrenticeHall ISBN 0132811723. |
EVALUATION SYSTEM
| Semester Activities | Number | Weighting | LO1 | LO2 | LO3 | LO4 | LO5 |
| Quizzes / Studio Critiques | 3 | 36 | X | X | X | X | X |
| Project | 1 | 20 | X | X | |||
| Final Exam | 1 | 44 | X | X | X | ||
| Total | 5 | 100 |
ECTS / WORKLOAD TABLE
| Semester Activities | Number | Duration (Hours) | Workload |
|---|---|---|---|
| Participation | - | - | - |
| Theoretical Course Hours | 16 | 2 | 32 |
| Laboratory / Application Hours | 16 | 2 | 32 |
| Study Hours Out of Class | 14 | 3 | 42 |
| Field Work | - | - | - |
| Quizzes / Studio Critiques | 3 | 10 | 30 |
| Portfolio | - | - | - |
| Homework / Assignments | - | - | - |
| Presentation / Jury | - | - | - |
| Project | 1 | 14 | 14 |
| Seminar / Workshop | - | - | - |
| Oral Exams | - | - | - |
| Midterms | - | - | - |
| Final Exam | 1 | 30 | 30 |
| Total | 180 |
COURSE LEARNING OUTCOMES AND PROGRAM QUALIFICATIONS RELATIONSHIP
| # | PC Sub | Program Competencies/Outcomes | * Contribution Level | ||||
| 1 | 2 | 3 | 4 | 5 | |||
| No program competency data found. | |||||||
*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest
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