考虑初始群体稳定性的ABC算法未知输入估计器设计

S. Nishizawa, T. Satoh, N. Saito, J. Nagase, N. Saga
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引用次数: 0

摘要

考虑初始蜂群的稳定性,提出了一种基于人工蜂群算法的未知输入估计器的设计方法。为了确保初始群体中的每只蜜蜂都能得到稳定的UIE系统,我们修改了计算方法。修改包括对UIE的重新表述和对子系统的有限选择。数值算例表明,所提出的设计方法比现有的设计方法能更有效地设计UIE。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of ABC algorithm-based Unknown-Input Estimator considering stability of initial colony
We propose a design method of a novel unknown-input estimator (UIE) based on artificial bee colony (ABC) algorithm considering the stability of the initial colony. To ensure that every bee in the initial colony results in a stable UIE system, we modify the computation. The modification include the reformulation of the UIE and a limited choice of the subsystem. The numerical example shows that the proposed design method can design the UIE more efficiently than the existing method.
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