Design of Mechatronics Automatic Control System Based on Improved Genetic Algorithm

MACS (Mechatronics Automatic Control System), as a comprehensive system integrating computer information technology, mechanical engineering, material engineering and electronic communication technology, has been widely used in various industries with the continuous development of science and technology, which has promoted China's economic development. In this paper, a MACS based on improved GA (genetic algorithm) is proposed. The parameters of quantization factor and membership function are optimized by GA, and then the control rules are optimized by an improved GA, that is, effective control rules are generated or some unreasonable control rules are deleted, and finally an intelligent fuzzy controller is generated. The simulation results show that compared with ordinary GA, the improved GA has greatly improved the global optimization performance and convergence speed. MACS based on improved GA has good control effect, and the system has strong anti-interference ability.