摘要
引入了统计学中试验的均匀设计方法进行参数优化设计。介绍了均匀设计的基本原理及其在模糊控制器的量化因子和比例因子优化设计中的应用方法。与常用的遗传优化算法和正交设计方法相比,均匀设计方法可显著减少试验次数和运算时间。仿真结果表明了本文方法的可行性和有效性。
The approach of experimental uniform design in statistics is used in the optimal design of parameters. The basic principle of uniform design and its application in the optimal design of the quantifying factors and the scale factor of a fuzzy controller are introduced. Compared with the genetic optimal algorithm and the approach of orthogonal design, the approach of uniform design can greatly reduce the required times of experiment and the computation time. Simulations show the availability and the effectiveness of the present approach.
出处
《航空学报》
EI
CAS
CSCD
北大核心
1998年第S1期101-104,共4页
Acta Aeronautica et Astronautica Sinica
关键词
模糊控制
参数优化
均匀设计
试验设计
fuzzy control, parameter optimization, uniform design, experiment design