Thus, this study proposed a more efficient technique to forecast financial time series and then, conducted a comprehensive comparison of the predictive capabilities of the series and parallel combination techniques that were combined with linear and nonlinear models, such as ARIMA and MLP, along with their individual components.
Accordingly, this study presents a comprehensive discussion on series and parallel combination methods and then, constructs a model using both techniques to combine MLP as a nonlinear model and ARIMA as a linear model.
In a tunable oscillator, such as that required for a radio receiver, the parallel combination of an inductor and a capacitor is a tuned circuit: at one frequency, and only one, the inductive effects and the capacitive effects balance.
Probability of fail is considerably decreased due to parallel combination of several CEBs.
The proposed configuration is composed of parallel combination of two cascaded MZMs.
Second, scholars have introduced series and parallel combination methodologies to connect the components of hybrid models.
The proposed system is constructed with parallel combination of two cascaded stages of MZMs.
The model of the viscoelastic guide is also a parallel combination of springs and viscous dampers.
The elastomer is modelled as a parallel combination of spring and damper elements.
The isolator is modelled as a parallel combination of stiffness and damping elements.
A rheological model was designed as a parallel combination of spring, viscous and plastic elements.
