Subject: Fuzzy models of decision making (17.IM2226 )
Study programmes of the course:
| Type of studies | Title |
|---|---|
| Master Academic Studies | Mathematics in Engineering (Year: 2, Semester: Winter) |
Mastering students with the necessary theoretical knowledge in several areas of mathematics, which are needed to fully understand the decision-making process. Making good business decisions, understanding the mistakes and their causes that arise, as well as the ways to avoid them, is very important in practice, especially in the conditions of uncertainty and risk.
Acquired knowledge is the basis for understanding basic decision making techniques. They are able to apply appropriate decision-making methods using software, as well as to analyze solutions offered and make effective and effective business decisions.
The concept of decision-making. Problem detection, defining problems and goals. Alternatives and information about the environment and outcomes. Methods of selection under conditions of uncertainty.Decision-making at risk. Sequential decision making. Multitributable decision-making. Group decision making. Multi-criteria decision making (AHP, ...). Expert systems in decision making. Support software. Fuzzy set. Triangular (co) norms. Fuzzy arithmetic (fuzzy numbers and operations with them). Fuzzy measures (set functions, classical measures, non-additive measures, function of belief and application in decision-making). Dempster-Shafer theory (combination rule, transferable belief model, interval function of beliefs, decision criteria). Phase decision making (individual decision making, group decision making, multicriterial decision making, multipoint decision making, ranking method, fuzzy linear programming, fuzzy regression).
Lectures. Consultations. Practical part of the material students work and lay in the computer laboratory by solving the mandatory tasks that are being evaluated. Decision-making software is used. Students can do optional tasks and they can earn additional points here. The agreed part of the material (which makes up the whole) is orally exhibited and delivered in written form as a seminar paper. Part of the materials that make up the
| Authors | Title | Year | Publisher | Language |
|---|---|---|---|---|
| 1996 | English | |||
| 1976 | English |
| Course activity | Pre-examination | Obligations | Number of points |
|---|---|---|---|
| Homework | Yes | No | 0.00 |
| Lecture attendance | Yes | Yes | 5.00 |
| Project task | Yes | Yes | 40.00 |
| Term paper | Yes | No | 0.00 |
| Written part of the exam - tasks and theory | No | Yes | 40.00 |
| Oral part of the exam | No | Yes | 15.00 |
Assoc. Prof. Nedović Ljubo
Associate Professor
Lectures
Asst. Prof. Delić Marija
Assistant Professor
Practical classes
Faculty of Technical Sciences
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© 2024. Faculty of Technical Sciences.