Genetic Algorithm Evolution of Cellular Automata Rules for Complex Binary Sequence Prediction


Complex binary sequences were generated by applying a simple threshold, linear transformation to the logistic iterative function, xn+1 = rxn (1−xn). Depending primarily on the value of the non-linearity parameter r, the logistic function exhibits a great variety of behavior, including stable states, cycling and periodical activity and the period doubling… (More)


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