Genetic algorithm is used to tune the membership functions of input variables of GSF or GDF controllers.
Probability distribution functions of input variables were determined based on field-measured data obtained under alternative tillage treatments.
Moreover, a global optimization technique is used to determine some database parameters, such as the number of membership functions of input variables and their standard deviations.
To solve above problems, the original ESN is extended to polynomial ESNs (PESNs) by employing the polynomial functions of input variables into output weights.
Fig. 5 Membership functions of input variables involved in the FIS model.
The membership functions of input and output parameters are abbreviated and shown in the Figures 5, 6, 7 and 8.
The blood flow and filtration model predicts glomerular filtration rate, glomerular pressure, and renal blood flow as functions of input arterial pressure.
Several neural-network architecture and topologies (the number of hidden neurons, connection types, learning algorithms and transfer functions of input and hidden layers) were tested for the estimation and prediction of lipase-catalyzed synthesis of palm-based wax ester.
By utilizing these special properties of the inputs on an existing piecewise Lyapunov function of the augmented state vector containing the deadzone function of inputs, we design a separate anti-windup gain for each region of the input space.
