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Balancing related methods for minimal realization of periodic systems

机译:平衡相关方法以最小化周期系统

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We propose balancing related numerically reliable methods to compute minimal realizations of linear periodic systems with time-varying dimensions. The first method belongs to the family of square-root methods with guaranteed enhanced computational accuracy and can be used to compute balanced minimal order realizations. An alternative balancing-free square-root method has the advantage of a potentially better numerical accuracy in case of poorly scaled original systems. The key numerical computation in both methods is the solution of nonnegative periodic Lyapunov equations directly for the Cholesky factors of the solutions. For this purpose, a numerically reliable computational algorithm is proposed to solve nonnegative periodic Lyapunov equations with time-varying dimensions.
机译:我们提出平衡相关的数值可靠方法,以计算具有时变尺寸的线性周期系统的最小实现。第一种方法属于平方根方法家族,具有保证的增强的计算精度,可用于计算平衡的最小阶实现。在原始系统缩放比例不佳的情况下,另一种无平衡的平方根方法具有潜在的数值精度优势。两种方法的关键数值计算都是直接针对解的Cholesky因子求解非负周期Lyapunov方程。为此,提出了一种数值可靠的计算算法来求解具有时变维数的非负周期Lyapunov方程。

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