Study on SVM based model predictive control

A SVM with linear kernel based single-step predictive model and algorithm are developed after simple discussion of model predictive control. A predictive model is established by non-linear system identification with SVM. An explicit control law is gotten through the predictive control mechanism. Simulation results show that SVM based predictive control can be applied for non-linear system, and the SVM based single-step predictive of non-linear system has good performance in keeping reference trace and interference-free.