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基于混沌搜索的二级倒立摆模糊控制器设计
Fuzzy controller design for double inverted pendulum based on chaos search
【摘要】 利用混沌优化的模糊控制方法对二级倒立摆系统进行闭环控制。用混沌算法优化控制器的参数,首先将混沌变量引入到模糊控制器的参数域,并进行全局范围内直接寻优,当获得全局近似最优解后,再缩小寻优区间,根据性能指标,在次优解附近继续寻优,得到全局最优参数。控制结果说明该方法是有效可行的。
【Abstract】 Fuzzy controller based on chaos optimization was employed to control double inverted pendulum in this paper.The parameters of fuzzy controller were optimized by chaos.Firstly,chaos factors were applied to search for parameters of fuzzy controller and direct optimization within global range.Then the searching space of variables was continually reduced,based on the synthesis performance index when approximate global optimal solution was obtained.The result of control shows that the method is effective and feasible.
【关键词】 混沌优化;
融合函数;
模糊控制器;
二级倒立摆;
【Key words】 Chaos optimization; Fusion function; Fuzzy controller; Double pendulum;
【Key words】 Chaos optimization; Fusion function; Fuzzy controller; Double pendulum;
- 【文献出处】 自动化与仪器仪表 ,Automation & Instrumentation , 编辑部邮箱 ,2009年01期
- 【分类号】TP273
- 【被引频次】1
- 【下载频次】106