Research on convergence of self-adaptive mutation algorithm

Abstract

We proposed a self-adaptive mutation algorithm which is varying mutation probability with evolutionary generation. Then, certify the convergence of this algorithm with the matrix theory and Markov chain and obtain the idea that this adaptive algorithm converges to the optimum with the probability. © 2012 Springer-Verlag GmbH.