矩阵函数的有理逼近与渐近Wiener-Hopf分解算法的结合:实现与检验

T. Rougerie, A. Kisil
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引用次数: 0

摘要

本文讨论了如何对一类广泛的函数实现渐近的Wiener-Hopf分解。讨论了渐近Wiener-Hopf分解[19],并给出了足够接近单位矩阵的矩阵的收敛性。我们演示了如何在有理逼近的帮助下成功地实现该算法。其思想是首先通过合理近似来简化矩阵,然后进行近似分解。由于因式分解是近似的,因此在精度上没有妥协,而理性近似通常是非常精确的。本文还讨论并实现了实线的映射,使有理逼近更优。代码通过一些简单的手工计算的例子进行了测试。用一些更复杂的由应用程序驱动的矩阵函数来说明这个代码的使用。该方法已经实现了2 × 2和4 × 4矩阵,但可以很容易地适用于任何大小的矩阵。该准则将随本文的出版而提供。我们注意到,迄今为止,由于不稳定性,很少有实现的Wiener-Hopf分解可用,因此本文将对这一领域做出重要贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Combining Rational Approximation with Asymptotic Wiener–Hopf Factorization Algorithm for Matrix Functions: Implementation and Testing
This paper discusses how an asymptotic Wiener–Hopf factorization can be implemented for a wide class of functions. Asymptotic Wiener–Hopf factorization was discussed [19] and the convergence for matrices sufficiently close to the identity matrix is shown. We demonstrate how the algorithm can be successfully implemented with the help of the rational approximations. The idea is to simplify the matrix first by rationally approximating and then perform the approximate factorisation. There is no compromise in accuracy since the factorisation is approximate anyway and rational approximations are very precise usually. There is also a mapping of real line discussed and implemented to make the rational approximation more optimal. The code is tested against some easy examples which are calculated by hand. The use of this code is illustrated with some more complicated matrix functions motivated by applications. The method has been implemented for 2 × 2 and 4 × 4 matrices but can easy be adapted for any size matrix. The code will be made available with the publication of this paper. We note that to date there are very few implemented Wiener–Hopf factorisation available due to instabilities, so this paper will make an important contribution to this area.
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