Optimization of Switching Characterization of Inverter Design Using Artificial Neural Network
Najmeh Mohsenifar, Abbas Kargar · 2013
Abstract- In this paper, we investigate the efficiency of artificial neural network in switching characterization of inverter design. Circuit design deals with complicated nonlinear equations. We have exploited that neural networks are capable of complicated nonlinear mapping. In this work, performance criteria of inverter employed to circuit design. The ANN based designs of inverter are compared with theoretical designs and PSO results under transient performance. Our simulations show that the designed inverters have high accuracy and optimized the switching characterization of inverter.