The cell-to-cell mapping design approach improves the behaviors of fuzzy controllers

An automatic design strategy for fuzzy controllers was tested. The performance of the obtained controllers was compared with the behavior of the controllers proposed by an expert. The cell-to-cell design algorithm represents a method to extract the control rules that make up a fuzzy controller automatically. The main idea of this approach is to consider a discrete state space of the plant to be controlled. The presence of chaotic effects was investigated and the characteristics of the attractors of the controlled plants were analyzed.