code EE719
credit_hours 3
title Intelligent Control Systems
arbic title
prequisites None
credit hours 3
Description/Outcomes Knowledge representation techniques. Function of an expert system. Main structure of an expert system. Rule base. Inference engine. Reasoning module. Artificial intelligence and expert system application studies.
arabic Description/Outcomes
objectives The student should be able to: Construct the intelligent and expert system. Get knowledge of expert system. Apply the expert and artificial intelligent in control system.
arabic objectives
ref. books P. Jackson, “Introduction to Expert Systems”, Addison Wesley, 1990. Dean, “Artificial Intelligence (Theory and Practice)”, The Benjamin/ Cummings Publishing Company, 1995. J. S Albus and A. M. Meysrel, " Intelligent Systems: Design and Control", 2001. Zi-Xing Cai, "Intelligent Control: Principles, Techniques and Applications", 1998.
arabic ref. books
arabic textbook
objective set
content set
Course Content
content serial Description
1 Introduction to artificial intelligence systems.
2 Introduction to Expert systems.
3 Applications of expert systems to electrical engineering.
4 Introduction to genetic algorithm.
5 Genetic algorithm structure.
6 Applications of GA.
7 Introduction to particle swarm optimization.
8 Structure of PSO.
9 Applications of PSO.
10 Introduction to Tabu search.
11 Structure of tabu search.
12 Applications of tabu search.
13 Case study using GA.
14 Case study using PSO.
15 Case study using TS.
16 Final Exam.