Before revision:  Closed-form solutions are obtained under the logarithm utility maximization and the long-term growth rate maximization .
After revision:  For the case of an Ornstein-Uhlenbeck drift, we carry out several Monte Carlo experiments in order to investigate how the performance of optimal ExpMA strategies is affected by variations in model parameters and by transaction costs .