Using a genetic algorithm for optimizing fixed polarity Reed-Muller expansions of boolean functions

Abstract
The use of a genetic algorithm is presented which determines good sub-optimum fixed polarity Reed-Muller expansions of completely specified boolean functions. The algorithm performs better than previous techniques which find a good fixed polarity by non-exhaustive search.