Soft Computing (CMPE466) Course Details

Course Name: Soft Computing
Code: CMPE466
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: