General Cardinality Genetic Algorithms
44 Citations•1997•
G. J. Koehler, M. Vose, S. Bhattacharyya
Evolutionary Computation
A complete generalization of the Vose genetic algorithm model from the binary to higher cardinality case is provided, with Boolean AND and EXCLUSIVE-OR operators replaced by multiplication and addition over rings of integers.
Abstract
A complete generalization of the Vose genetic algorithm model from the binary to higher cardinality case is provided. Boolean AND and EXCLUSIVE-OR operators are replaced by multiplication and addition over rings of integers. Walsh matrices are generalized with finite Fourier transforms for higher cardinality usage. Comparison of results to the binary case are provided.