1. THIRD CYCLE - DOCTORATE DEGREE
  2. THE GRADUATE SCHOOL OF NATURAL AND APPLIED SCIENCES
  3. CIVIL ENGINEERING DEPARTMENT
  4. 1625 Civil Engineering PhD
Course Information Course Learning Outcomes Course's Contribution To Program ECTS Workload Course Details
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COURSE INFORMATION
Course CodeCourse TitleL+P HourSemesterECTS
INS 536FUZZY LOGIC MODELLING IN CIVIL ENGINEERING3 + 01st Semester7,5

COURSE DESCRIPTION
Course Level Doctorate Degree
Course Type Elective
Course Objective To introduce main principles of Fuzzy Logic Approach and Modelling Steps.
Course Content Uncertainty Concepts; Classical Sets and Characteristic Values; Fuzzy Sets and Membership Degreees; Membership Functions; Fuzzification; Fuzzy Set Operations, Anding, Oring and Noting; Fuzzy Relationships; Fuzzy Mathematics, Addition, Subtraction, Multiplication and Division; Fuzzy Logic Propositions, Predicates, Consequents and Decisions; Defuzzification, Fuzzy Rules and Systems, Applications.Use of MATLAB Fuzzy Logic Toolbox in Fuzzy Modelling. Fuzzy-Neural Modelling Algorithms. Fuzzy Clustering Approach in Modelling. Type-2 Fuzzy Sets in Fuzzy Modelling. Use of Fuzzy Logic Approach in Civil Engineering Problems. Applications on Transportation, Hydraulics, Structure and Geotechnical Engineering. .
Prerequisites No the prerequisite of lesson.
Corequisite No the corequisite of lesson.
Mode of Delivery Face to Face

COURSE LEARNING OUTCOMES
1Will be able to have information about main principles of fuzzy logic approach.
2Will be able to have information about uncertainty phenomenon and modelling.
3Will be able to have information about fuzzification-inference and defuzzification mechanisms.
4Will be able to make a model by fuzzy logic.

COURSE'S CONTRIBUTION TO PROGRAM
PO 01PO 02PO 03PO 04PO 05PO 06PO 07PO 08PO 09PO 10PO 11
LO 0014          
LO 002 5         
LO 003  53       
LO 004    5      
Sub Total45535      
Contribution11111000000

ECTS ALLOCATED BASED ON STUDENT WORKLOAD BY THE COURSE DESCRIPTION
ActivitiesQuantityDuration (Hour)Total Work Load (Hour)
Course Duration (14 weeks/theoric+practical)14342
Hours for off-the-classroom study (Pre-study, practice)14342
Assignments23060
Mid-terms12525
Final examination12626
Total Work Load

ECTS Credit of the Course





195

7,5
COURSE DETAILS
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L+P: Lecture and Practice
PQ: Program Learning Outcomes
LO: Course Learning Outcomes