A predictive control algorithm based on least squares support vector machines (LS-SVM) model for a family of complex systems with strong nonlinearity is presented.

• 摘要针对工业过程中普遍存在的非线性被控对象，提出一种基于最小二乘支持向量机建模的预测控制算法。