FUZZY LOGIC AND MODELING

BTS586

Course Code: BTS586
Semester: -
Theory+Practice: 3 + 0
ECTS: 10

Course Type

Elective Course

Course Level

Master's Degree With Thesis

Year of Study

Semester

ECTS

Name of Lecturer(s)

Learning Outcomes

At the end of this course, the students;

Should describe the stochastical processes and do the analyses depended on probabilistic processes o the basic statistical analyses and interpret the results.

Mode of Delivery

Face to face

Prerequisites

Recommended Optional Programme Components

There is no recommended optional programme component for this course.

Course Description

Fuzzy logic, fuzzy sets, fuzzy arithmetic, fuzzy numbers, possibility theory and membership functions, fuzzy decision making, fuzzy mathematical modeling and linear programming. Fuzzy theory and fuzzy logic in statistics and decision methods

Course Contents

WEEK	TOPICS
1^st Week	Differences between fuzzy logic and clasical logic
2^nd Week	Fuzzy sets
3^rd Week	Fuzzy arithmetic
4^th Week	Membership functions
5^th Week	Membership functions
6^th Week	Membership functions
7^th Week	Fuzzy logic and decision processes
8^th Week	Fuzzy logic and decision processes
9^th Week	MID TERM
10^th Week	Statistical analyses with fuzzy logic
11^th Week	Statistical analyses with fuzzy logic
12^th Week	Statistical analyses with fuzzy logic
13^th Week	Fuzzy logic applications
14^th Week	Project Presentations

Recommended or Required Reading

Dubois, D., Prade, H., Fuzzy Sets And Systems Theory and Applications, Academic Pres, INC. 1980

Lai, Y.J., Hwanh, C.L., Fuzzy Mathematical Programming, Methods and Applications, Springer-Verlag, 1992.

Slowinski, R., Fuzzy Sets in Decision Analysis, Operations Research and Statistics, Kluwer Academic Publishers, 1998.

Planned Learning Activities and Teaching Methods

Lecture
Questions/Answers
Problem Solving
Other

Assessment Methods and Criteria

	Quantity	Percentage (%)
Mid-term	1	30
Assignment	5	10
Project	1	10
Total(%)		50
Contribution of In-term Studies to Overall Grade(%)		50
Contribution of Final Examination to Overall Grade(%)		50
Total(%)		100

Language of Instruction

Turkish

Work Placement(s)

Programme Qualifications / Learning Outcomes

	LO1
K1	X
K2	X
K3	X
K4	X
K5
K6	X
K7	X
K8	X
K9	X
K10	X
K11	X