CSE 513 Computational Intelligence
(4 credits)
Description:
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).
Prerequisites: APM 263 and CSE 507 or equivalent.
Available Syllabus For Download:
CSE 513 - Singh - Summer 2010