CS 3120 Theory of Learning Algorithms(ISSP 3520)Subtitle (2081) Evolutionary Computation
The purpose of this course is to present fundamental results regarding the learning capabilities of computer programs. Basic results from computation theory and logic are languages, automata theory and logic are first presented. These are then used to show the limitations and capabilities of algorithmic strategies for various learning environments including program synthesis, language acquisition, concept learning and identification of finite state machines.
Requirements and Grading