CSE 513 - Computational Intelligence

(4 credits)

This course covers fundamental notions of modern artificial intelligence and fuzzy logic. Topics include: problem solving (informed search methods); knowledge and reasoning (inference in first-order logic); planning/acting; reasoning under uncertainty (probabilistic reasoning systems, decision making) and fuzzy inferences (Mamdani, Sugeno, and Tsukamoto); parameter identification and learning from observations (neural and belief networks, Genetic algorithms). The course will also discuss recent applications of artificial intelligence (such as Chess, Othello, robot navigation), and fuzzy logic (fuzzy controllers).

Prerequisite(s): Student must meet prerequisites (APM 263 and CSE 507) or equivalent.