The orthomorphisms on the finite field GF (2^8) play a important roles in the information security area, This study has obtained the orthomorphism on GF(2^8) by genetic algorithms and particle swarm to search, after the orthomorphisms are transformed into the orthomorphic polynomials, it can help us to understand the degree distribution of the polynomials.