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Greedy spiral dynamic algorithm with application to controller design

机译:贪婪螺旋动力学算法及其在控制器设计中的应用

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This paper introduce a spiral dynamic algorithm (SDA) with greedy selection for optimization problems. The algorithm is developed by incorporating a greedy selection stage into SDA. This kind of modification can ensure the SDA will remain un-trapped in local optima during the searching process. The algorithm is tested using several benchmark functions and is used to optimize the PD controller of a single link manipulator system. The results show that the algorithm outperforms the SDA and is able to tune PD controller parameters to their optimum value.
机译:本文介绍了一种带有贪婪选择的螺旋动态算法(SDA),用于优化问题。通过将贪婪选择阶段合并到SDA中来开发该算法。这种修改可以确保SDA在搜索过程中不会陷入局部最优状态。该算法使用几种基准功能进行了测试,并用于优化单链路机械手系统的PD控制器。结果表明,该算法优于SDA,能够将PD控制器参数调整为最佳值。

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