Miller, Gerald D. (Professor of electrical engineering)
M.S. (Master of Science)
Department of Electrical Engineering
Machine learning; Rule-based programming; Artificial intelligence; Genetic algorithms
This goal of this thesis is to implement a simple classifier system in-a game environment. The chosen game is tic-tac-toe. Additionally, the classifier will be implemented with both constant and non-constant genetic periods. The performance of the two types of classifier systems will be compared with each other. This will be done using games with various initial conditions and both strategic and random computer opponents.
Harter, David P., "The application of a classifier system with constant and variable genetic periods" (1993). Graduate Research Theses & Dissertations. 5309.
vii, 204 pages
Northern Illinois University
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