TYPE OF COURSE UNIT	Elective Course
LEVEL OF COURSE UNIT	Master's Degree With Thesis
YEAR OF STUDY	-
SEMESTER	-
NUMBER OF ECTS CREDITS ALLOCATED	10
NAME OF LECTURER(S)	Assistant Professor Andaç Töre Şamiloğlu
LEARNING OUTCOMES OF THE COURSE UNIT	At the end of this course, the students; 1) An ability to apply knowledge of mathematics, science, and engineering 2) An ability to design fuzzy logic controllers 3) An ability to identify, formulate, and solve engineering problems 4) An understanding of professional and ethical responsibility
MODE OF DELIVERY	Face to face
PRE-REQUISITES OF THE COURSE	No
RECOMMENDED OPTIONAL PROGRAMME COMPONENT	None
COURSE DEFINITION	Properties of set theory: Fuzzy numbers, membership functions, operations on fuzzy sets, fuzzy If-then rules. Properties of fuzzy controllers: Fuzzification and defuzzification methods, fuzzy implications and inference. Fuzzy controllers: Fuzzy PID-type controller, Fuzzy inverse control, Neuro-fuzzy systems.
COURSE CONTENTS	WEEK TOPICS 1st Week Administrative Matters Introduction, Motivation, Overview. 2nd Week Fuzzy Sets Theory 3rd Week Fuzzy Logics 4th Week Linguistic Approach and Linguistic Approximation 5th Week Fuzzy Numbers 6th Week Fuzzy Set Applications: Decision Making 7th Week Pattern Recognition 8th Week MIDTERM 9th Week Cluster Analysis (Graph Theoretical Approach): 10th Week Cluster Analysis (Functional Minimizer Approach) 11th Week Fuzzy Algorithms 12th Week Fuzzy Logic Control: Comparison of FLC with Conventional Controller 13th Week Fuzzy Logic Control: FLC Development Phase, FLC Compilation Phase, Run-time Phase, 14th Week Fuzzy Logic Control: Hierarchical Control, Industrial FLC Applications, Exercise in KB Development, Tuning, Analysis
RECOMENDED OR REQUIRED READING	Fuzzy Logic with Engineering Applications, Timothy J. Ross, ISBN- 978-0470743768
PLANNED LEARNING ACTIVITIES AND TEACHING METHODS	Lecture,Practice
ASSESSMENT METHODS AND CRITERIA	Quantity Percentage(%) Mid-term 1 35 Assignment 5 20 Total(%) 55 Contribution of In-term Studies to Overall Grade(%) 55 Contribution of Final Examination to Overall Grade(%) 45 Total(%) 100
ECTS WORKLOAD	Activities Number Hours Workload Midterm exam 1 3 3 Preparation for Quiz Individual or group work 14 5 70 Preparation for Final exam 1 50 50 Course hours 14 3 42 Preparation for Midterm exam 1 30 30 Laboratory (including preparation) Final exam 1 3 3 Homework 5 20 100 Total Workload 298 Total Workload / 30 9,93 ECTS Credits of the Course 10
LANGUAGE OF INSTRUCTION	Turkish
WORK PLACEMENT(S)	No