基于最小二乘支持向量机控制器的研究

Study on controller based on least squares support vector machine

阐述了支持向量机与最小二乘支持向量机的特点,设计了基于最小二乘支持向量机的控制器,该控制器构成的系统学习与泛化能力强、抗干扰效果好,并利用垃圾焚烧炉的估计模型进行了仿真。仿真结果表明,该方法抗干扰效果好,适应性强。

This paper introduces the characteristics of support vector machine and least squares support vector machine,designs the controller based on least squares support vector machine.The system constituted by the controller has high ability of learning,generalization and disturbance prevention.