支持向量机在广义预测控制中的应用

Application of Support Vector Machines in generalized predictive control

在推导了广义预测控制算法以及支持向量机算法的基础上,把两者结合起来,将支持向量机的系统辨识功能应用于广义预测控制算法中,提出了支持向量机在广义预测控制中的应用,可以解决广义预测控制在现实问题中遇到的一些问题。利用Matlab工具箱搭建仿真平台并进行仿真实验,结果证明了将支持向量机应用于广义预测控制是可行的。

This paper,based on the algorithm of generalized predictive control and Support Vector Machine,uses both of them to put Support Vector Machine in generalized predictive control.And it also points out the application of Support Vector Machine in generalized predictive control.It can solve some problems about generalized predictive control.Finally,a simulation system is constructed by Matlab toolbox and experiments are simulated,the simulation results show the application of Support Vector Machine in generalized predictive control is feasible.