GENERAL INFORMATION: Instructors: Boutalis Ioannis
Semester: 8th
CREDITS: ECTS Units: 5
Teaching Units: 4
Theory Hours: 2
Exercises Hours: 1
Lab Hours: 2
COURSE PAGE: https://eclass.duth.gr/courses/TMA154/

Course Description
Introduction to Artificial Intelligence. Problem representation and solution based on searching techniques: Blind search algorithms, heuristic methods, informed search methods, games.
Introduction to Expert Systems and their applications. Fuzzy Systems: Introduction to Fuzzy Logic, Fuzzy Relations, Fuzzy Implication, Fuzzy Control, Fuzzification and Defuzzification. Artificial Neural Networks (ANN): Introduction, ANN models, Learning, The back-propagation algorithm. Evolutionary Computing: Introduction to Genetic Algorithms (GA), Solving optimization problems using GA, Applications.