SELECTED TOPICS IN COMPUTATIONAL INTELLIGENCE I (6 Credits)

Learning Outcomes:

On successful completion of this course, students will be able to: Analyze and differentiate the Computational Intelligence domain; Appraise the application of Artificial Neural Networks; Appraise the Genetic Algorithm; Assemble the Optimization algorithms; Analyze and differentiate the model of Face Recognition Systems; Construct Fuzzy Logic and its implementation in IT and Business

Topics:

1. Introduction to Computational Intelligence;
2. Introduction to Artificial Neural Networks;
3. Supervised Neural Networks;
4. Self-Organizing Maps;
5. Introduction to Evolutionary computation;
6. Introduction to Genetic Algorithm;
7. Introduction to Particle Swarm Intelligence;
8. Introduction to Ant-Colony Optimization;
9. Introduction to Artificial Immune Systems;
10. Introduction to Face Recognition;
11. Advanced Fuzzy Logic;
12. Introduction to ANFIS