Fast verified computation for the matrix principal pth root
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摘要
A fast iterative algorithm for numerically computing an interval matrix containing the principal pth root of an n×n matrix A is proposed. This algorithm is based on a numerical spectral decomposition of A, and is applicable when a computed eigenvector matrix of A is not ill-conditioned. Particular emphasis is put on the computational efficiency of the algorithm which has only O(n3+pn) operations per iteration. The algorithm moreover verifies the uniqueness of the contained pth root. Numerical results show the efficiency of the algorithm.
论文关键词:65F60,65H04,65G20,Matrix pth root,Principal pth root,Verified computation
论文评审过程:Received 16 March 2017, Revised 8 July 2017, Accepted 29 August 2017, Available online 6 September 2017, Version of Record 21 September 2017.
论文官网地址:https://doi.org/10.1016/j.cam.2017.08.018