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采用免疫算法优化设计汽车主动悬架的模糊控制器
Optimization of Fuzzy Controller for Automobile Active-suspension with Immune Algorithm
【摘要】 基于免疫算法,提出了一种模糊控制器的优化设计方法,优化模糊控制器的论域和模糊子集的隶属函数参数,并将其用于1/4汽车主动悬架的模糊控制器的设计中。仿真结果表明:使用该方法优化设计的模糊控制器控制汽车的主动悬架系统,汽车的平顺性和操纵稳定性均有明显改善。
【Abstract】 Based on immune algorithm, an optimal design method of fuzzy controller was proposed to optimize the universes of discourse and the parameters of membership functions. The controller was used to control a quarter-car suspension. Simulation results show that the controller designed by immune-based algorithm can effectively improve the ride comfort and maneuverability.
【关键词】 免疫算法;
模糊控制器;
主动悬架;
仿真;
【Key words】 immune algorithm; fuzzy controller; active suspension; simulation;
【Key words】 immune algorithm; fuzzy controller; active suspension; simulation;
- 【文献出处】 系统仿真学报 ,Journal of System Simulation , 编辑部邮箱 ,2006年09期
- 【分类号】U463.33
- 【被引频次】19
- 【下载频次】229