利用遗传算法的极点聚类技术对不确定系统进行降阶建模

V. G. Pratheep, K. Ramesh, K. Venkatachalam
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引用次数: 3

摘要

利用极点聚类技术和简单的数学处理过程,提出了一种区间系统降阶的混合方法。在将模型降阶技术引入近似过程之前,在区间系统中采用Kharitonov多项式。采用极点聚类技术得到降阶分母多项式,通过传递函数多项式的交叉相乘得到相应的分子多项式。在模型降阶过程中采用遗传算法对降阶后的系统参数进行调整。利用Routh-Hurwitz稳定性判据分析了区间系统的稳定性。
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Reduced order modeling of uncertain systems by pole clustering technique using genetic algorithm
A mixed method is proposed for the order reduction of an interval system using pole clustering technique and simple mathematical manipulation process. kharitonov polynomial is employed in the interval system before the model order reduction technique is come into the approximation process. The pole clustering technique is used to obtain the reduced order denominator polynomial and the corresponding numerator polynomial is obtained through cross multiplication of transfer function polynomials. Genetic Algorithm is employed in the model order reduction process by which reduced order system parameters can be adjusted. The stability of the interval system is analyzed through the Routh-Hurwitz stability criterion.
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