ELCE802
Computational Intelligence and Intelligent Control

Course Description

This course introduces both the theories and practices of computational intelligence techniques and the computational intelligence approach to intelligent control. Main topics include: fuzzy logic and systems, artificial neural networks, genetic algorithms, swarm intelligence, ant colony optimization and artificial life; principles of intelligent control including adaptive, learning, and self-organizing systems, the above computational intelligence techniques applied to modeling, control and optimization; practical examples found in the industry and real-world applications; simulation and implementation with MATLAB.


Prerequisite

Basic understanding of automatic control and working knowledge with MATLAB Programming


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