Petr Musilek, PhD, Ing

Professor, Faculty of Engineering - Electrical & Computer Engineering Dept
Associate Chair Research & Planning, Faculty of Engineering - Electrical & Computer Engineering Dept

Fall Term 2021 (1770)

ECE 449 - Intelligent Systems Engineering

★ 3 (fi 8)(EITHER, 3-0-3/2)

Intelligent systems for automatic control and data analysis. The concepts of vagueness and uncertainty, approximate reasoning, fuzzy rule-based systems and fuzzy control. Strategies for learning and adaptation, supervised and reinforcement learning, self-organization and the selection of neural network architectures. Discussion of the principles of search and optimization, evolution and natural selection and genetic algorithms. Introduction to hybrid intelligence. Applications of intelligent systems for pattern recognition, classification, forecasting, decision support, and control. Credit may be obtained in only one of CMPE 449 or ECE 449.

LECTURE A1 (42152)
2021-09-01 - 2021-12-07
MWF 13:00 - 13:50 (NRE 1-001)

ECE 720 - Advanced Topics in Software Engineering and Intelligent Systems

★ 3 (fi 6)(EITHER, 3-0-0)

LECTURE A11 (41884)