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

Network parametersModel FAModel FB

Learning ruleLevenbergMarquarLevenbergMarquar
Transformation functionsSigmoidAxonSigmoidAxon
Number of hiding layer22
Number of neurons in hiding layer48
Criterion for terminationMSEmin: 0.0001 MSEmin: 0.0001
Epochsmax: 3000 Epochsmax: 3000
Methods for weight update BatchBatch