Decision Analysis In Engineering
Engineering Management (Non Thesis) (EP)
Institute of Natural and Applied Sciences
Second Cycle (Master's Degree)
| Course Unit Title | Course Unit Code | Type of Course Unit | Level of Course Unit | Year of Study | Semester | ECTS Credits |
|---|---|---|---|---|---|---|
| Decision Analysis In Engineering | MHY112 | Elective | Master's degree | 1 | Spring | 6 |
Name of Lecturer(s)
Prof. Dr. Zerrin ALADAĞ
Assistant Prof. Dr. Atakan ALKAN
Learning Outcomes of the Course Unit
1) Distinguishing types of decision problems and using the methods for solving these problems under uncertainty.
2) Distinguishing types of decision problems and using the methods for solving these problems under risk.
3) Using decision trees for modelling decision process.
4) Realizing decision analysis with additional information.
5) Using principles of game theory and the methods for solving these problems.
6) Using markov analysis.
Program Competencies-Learning Outcomes Relation
Bölümün/programın program yeterlilikleri sistemde olmadığından ilişkilendirme işlemi yapılamamıştır.
Mode of Delivery
Face to Face
Prerequisites and Co-Requisites
None
Recommended Optional Programme Components
None.
Course Contents
Introduction to decision problems, Decision making under uncertainty, Decision making under risk, Decision Trees, Decision analysis with additional information, Game Theory (game theory, pure strategy, mixed strategy, LP model for competitive decision-making), Markov analysis and applications.
Weekly Schedule
1) Introduction to decision problems2) Decision making under uncertainty
3) Decision making under uncertainty
4) Decision making under risk
5) Decision making under risk
6) Decision Trees
7) Decision Trees
8) Midterm examination/Assessment
9) Decision analysis with additional information
10) Decision analysis with additional information
11) Game theory
12) Game theory
13) Game theory
14) Markov Analysis
15) Markov Analysis
16) Final examination
Recommended or Required Reading
1- Karar Teorisi, Aladağ, Z., Kocaeli Üniversitesi Yayınları, Kocaeli, 2004.
2- Operations Research-Applications and Algorithms, Winston, W., Wadsworth Inc., USA, 1994.
3- Statistical Decision Theory and Bayesian Analysis, Berger J.O, Springer Verlag, 1997.
4- OR at Work Practical Experiences of Operational Research, Fortuin, L., Beek, P.v. Wassenhove, L.V., Taylor & Francis Ltd., 1996.
Planned Learning Activities and Teaching Methods
Assessment Methods and Criteria
Contribution of Midterm Examination to Course Grade |
40% |
|---|---|
Contribution of Final Examination to Course Grade |
60% |
Total |
100% |
Language of Instruction
Turkish
Work Placement(s)
Not Required