CES 510 - Intelligent Systems Design

Unit(s): 3 Lecture: 3 hours

Introduction to adaptive systems: neural networks, genetic algorithms (GAs), fuzzy logic, simulated annealing, tabu search, etc. Specific topics include perceptions, backpropagation, Hopfield nets, neural network theory, simple GAs, parallel GAs, cellular GAs, schema theory, mathematical models of simple GAs, and using GAs to evolve neural networks.

Grading: GRD
Prerequisite(s): ES 314 and CES 400, or consent of instructor.