Electrical Engineering | Introduction to Computational Intelligence (3 hr)
536 | --
Basic concepts in theory and paradigms for neural networks, evolutionary
computation and fuzzy logic; algorithms and applications for hybrids of
these tools known as computational intelligence are explored. Topics
include artificial neural networks, fuzzy systems and evolutionary
computation. Implementations of a number of paradigms are presented,
including particle swarm optimization. Applications to various areas such
as biomedical engineering and non-linear control are examined.