A New Model of Genetic Algorithm Using a Bipartite Graph and the Action of Largest Subgroup of Dihedral Group Dn on Invariance Markov Basis, n is a Multiple of 6

In this paper, we introduce a new model of genetic algorithm that permutes the pieces of nucleotides in aligned DNA sequences using a bipartite graph and the action of largest subgroup H of dihedral Group D_n, n is multiple of 6 on (n^2-3n) /33n/3 - contingency tables with fixed two dimensional marginals and their Markov basis n such that B is H-invariant,. Where n is the Markov basis found by H. H. Abbass and H. S. Mohammed Hussein in [7].