Application of memetic algorithm in control of linear inverted pendulum

Jing Zhang, Lixiang Zhang, Jingjing Xie
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引用次数: 8

Abstract

The inverted pendulum is a kind of system with multi-variables, non-linearity, strong coupling and instinct instability, for which efficient and effective control strategies are needed to keep the pendulum stable at the position of dynamic balance. This paper applies memetic algorithm (MA) to obtain the optimal parameter settings for the LQR controller for the inverted pendulum system. By contrast with the results of the traditional LQR controlling system, a conclusion could be drawn that MA performs better in terms of effectiveness.
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模因算法在线性倒立摆控制中的应用
倒立摆是一种多变量、非线性、强耦合和本能不稳定性的系统,需要有效的控制策略来保持倒立摆在动平衡位置的稳定。本文应用模因算法求解倒立摆系统LQR控制器的最优参数设置。通过与传统LQR控制系统的结果对比,可以得出结论,在有效性方面,MA具有更好的效果。
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