Soft Computing (COMPE 474) Course Details

Course Name: Soft Computing
Code: COMPE 474
Pre-requisite Course(s):
Objective: The objective of this course is to teach basic neural networks, fuzzy systems, and optimization algorithms concepts and their relations.
Content: Biological and artificial neurons, perceptron and multilayer perceptron. ANN models and learning algorithms. Fuzzy sets, and fuzzy logic. Basic fuzzy mathematics. Fuzzy operators. Fuzzy systems: fuzzifier, knowledge base, inference engine, and various inference mechanisms such as Sugeno, Mamdani, Larsen etc., composition, and defuzzifier.
Term: Spring
Theory: 3
Application: 0
Laboratory: 0
Credit: 3
ECTS Course File: Course File
Course File: