| 基于 Hopfield 网络的约束广义预测控制 |
| |
| 引用本文： | 沈帆,古孝鸿.基于 Hopfield 网络的约束广义预测控制[J].西南科技大学学报,1998(3). |
| |
| 作者姓名： | 沈帆 古孝鸿 |
| |
| 作者单位： | 西南工学院(沈帆)，成都电子科技大学(古孝鸿) |
| |
| 摘 要： | 本文将Ｈｏｐｆｉｅｌｄ网络的快速优化计算能力应用于带预测输出约束及输入约束的广义预测控制的求解。推导了带约束的预测模型，并将约束广义预测控制的求解化为典型的约束二次规划。提出一种求解约束非线性规划的Ｈｏｐｆｉｅｌｄ网络结构，并证明了其收敛性和稳定性。
|
| 关 键 词： | Hopfield网络 广义预测控制 非线性规划 |
HOPFIELD NET BASED GENERALIZED PREDICTIVE CONTROL WITH RESTRICTIONS |
| |
| Shen Fan.HOPFIELD NET BASED GENERALIZED PREDICTIVE CONTROL WITH RESTRICTIONS[J].Journal of Southwest University of Science and Technology,1998(3). |
| |
| Authors: | Shen Fan |
| |
| Institution: | Shen Fan (Southwest Institute of Technology) Gu Xiaohong (University of Electronic Science and Technology of china) |
| |
| Abstract: | In this paper, a neural control scheme is proposed, where a Hopfield net is employed for the solution of a generalized predictive controller with predictive horizon restrictions and control input restrictions in order to solve the problem of large computational burdens. The predictive model is derived and the solution of a generalized predictive controller with restrictions is changed into a constrained quadratic programming problem. A new architecture of Hopfield net for the solution of constrained nonlinear programming is proposed, and the convergence and stability of the net is proved. |
| |
| Keywords: | Hopfield net generalized predictive control nonlinear programming |
| 本文献已被 CNKI 等数据库收录！ |
