Multi-Net System consists on some networks which solve partially a problem. The original problem has been decomposed into subproblems and each network focuses on solving a subproblem. The
Mixture of Neural Networks
consist on some expert networks which solve the subproblems and a gating network which weights the outputs of the expert networks. The expert networks and the gating network are trained all together in order to reduce the correlation among the networks and minimize the error of the system. In this paper we present the
Mixture of Multilayer Feedforward
) a method based on
networks for the expert level. Finally, we have performed a comparison among
and the results show that
is the best performing method.