Learning Outcomes |
PO |
MME |
The students who succeeded in this course: |
|
|
LO-1 |
It can evaluate systematically various kinds of decision making methods. |
PO-6 The candidate can discuss the new information in the field of business in a systematic manner, and can gain high level skills about research methods in the field.
|
Examination Term Paper |
LO-2 |
Fuzzy logic can be discussed. |
PO-6 The candidate can discuss the new information in the field of business in a systematic manner, and can gain high level skills about research methods in the field.
|
Examination Term Paper |
LO-3 |
Learn about specific methods. |
PO-6 The candidate can discuss the new information in the field of business in a systematic manner, and can gain high level skills about research methods in the field.
|
Examination Term Paper |
LO-4 |
Can model with simulation. |
PO-6 The candidate can discuss the new information in the field of business in a systematic manner, and can gain high level skills about research methods in the field.
|
Examination Term Paper |
PO: Programme Outcomes MME:Method of measurement & Evaluation |
Course Contents |
In the context of this course advanced mathematical models, multi-criteria decision making, fuzzy logic, DEA, fuzzy DEA, AHP, fuzzy AHP, game theory, decision making under uncertainty and modelling with simulation will be discussed. |
Weekly Course Content |
Week |
Subject |
Learning Activities and Teaching Methods |
1 |
Introduction |
Lecturing |
2 |
Basics of non-linear programming |
Lecturing |
3 |
Non-linear programming |
Lecturing |
4 |
Multi-criteria decision making |
Lecturing |
5 |
Fuzzy logic |
Lecturing |
6 |
Data envelopment analysis |
Lecturing and problem solving method |
7 |
Fuzzy data envelopment analysis |
Lecturing and problem solving method |
8 |
mid-term exam |
|
9 |
Analytic hierarchy process |
Lecturing and problem solving method |
10 |
Fuzzy analytic hierarchy process |
Lecturing and problem solving method |
11 |
Game theory |
Lecturing |
12 |
Decision making under uncertainty |
Lecturing and problem solving method |
13 |
Simulation modeling |
Lecturing |
14 |
Simulation modeling |
Lecturing and problem solving method |
15 |
Evaluating the projects |
Project presentation |
16 |
final exam |
|
Recommend Course Book / Supplementary Book/Reading |
1 |
Winston, W. L., Introduction to Mathematical Programming: Applications and Algorithms, 2nd Edition, ITP-Duxbury, 1997. |
2 |
Taha, Hamdy A.; Yoneylem Arastirmasi, (Ceviri: S.A. Baray; S. Esnaf), 6. Baski, Literatur Yayincilik, Istanbul, 2000. |
3 |
Kelton, W.D., Sadowski, R.P., Sturrock, D.T.; Simulation with Arena, 4th Ed., McGraw-Hill, 2007. |
Required Course instruments and materials |
1. Taha, Hamdy A.; Yöneylem Ara?t?rmas?, (Çeviri: ?.A. Baray; ?. Esnaf), 6. Bask?, Literatür Yay?nc?l?k, ?stanbul, 2000.
2. Winston, W. L., Introduction to Mathematical Programming: Applications and Algorithms, 2nd Edition, ITP-Duxbury, 1997.
3. Kelton, W.D., Sadowski, R.P., Sturrock, D.T.; Simulation with Arena, 4th Ed., McGraw-Hill, 2007.
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