The linear motor feeding system is a typical electromechanical coupling system. Conventional characteristic analyses of often overlook the influence flexible deformation in critical components Moreover, when employing genetic algorithms to optimize servo PID control parameters, slow convergence, nonconvergence, or premature convergence problems may arise. To address these issues, this paper pro...