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The eigen-structures of real (skew) circulant matrices with some applications

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成果类型:
期刊论文
作者:
Liu, Zhongyun;Chen, Siheng;Xu, Weijin;Zhang, Yulin*
通讯作者:
Zhang, Yulin
作者机构:
[Chen, Siheng; Xu, Weijin; Liu, Zhongyun] Changsha Univ Sci & Technol, Sch Math & Stat, Changsha 410076, Hunan, Peoples R China.
[Zhang, Yulin] Univ Minho, Ctr Matemat, P-4710057 Braga, Portugal.
通讯机构:
[Zhang, Yulin] U
Univ Minho, Ctr Matemat, P-4710057 Braga, Portugal.
语种:
英文
关键词:
Real Schur form;Real circulant matrices;Real skew-circulant matrices;Real Toeplitz matrices;CSCS iteration
期刊:
Computational and Applied Mathematics
ISSN:
2238-3603
年:
2019
卷:
38
期:
4
页码:
1-13
基金类别:
The authors would like to thank the supports of the National Natural Science Foundation of China under Grant No. 11371075, the Hunan Key Laboratory of Mathematical Modeling and Analysis in Engineering, and the Portuguese Funds through FCT-Fundaco para a Cincia, within the Project UID/ MAT/ 00013/2013.
机构署名:
本校为第一机构
院系归属:
数学与统计学院
摘要:
The circulant matrices and skew-circulant matrices are two special classes of Toeplitz matrices and play vital roles in the computation of Toeplitz matrices. In this paper, we focus on real circulant and skew-circulant matrices. We first investigate their real Schur forms, which are closely related to the family of discrete cosine transform (DCT) and discrete sine transform (DST). Using those real Schur forms, we then develop some fast algorithms for computing real circulant, skew-circulant, and Toeplitz matrix-real vector multiplications. Also...

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