Table 9: The best settings of network parameters for modular neural network.

Network parameters Model FA Model FB Learning rule LevenbergMarquar LevenbergMarquar Transformation functions SigmoidAxon SigmoidAxon Number of hiding layer 2 2 Number of neurons in hiding layer 4 8 Criterion for termination MSEmin: 0.0001 MSEmin: 0.0001 Epochsmax: 3000 Epochsmax: 3000 Methods for weight update Batch Batch