Eigenvalues and Jordan Forms of Dual Complex Matrices

Liqun Qi , Chunfeng Cui

Communications on Applied Mathematics and Computation ›› 2023, Vol. 7 ›› Issue (4) : 1225 -1241.

PDF
Communications on Applied Mathematics and Computation ›› 2023, Vol. 7 ›› Issue (4) : 1225 -1241. DOI: 10.1007/s42967-023-00299-1
Original Paper

Eigenvalues and Jordan Forms of Dual Complex Matrices

Author information +
History +
PDF

Abstract

Dual complex matrices have found applications in brain science. There are two different definitions of the dual complex number multiplication. One is noncommutative. Another is commutative. In this paper, we use the commutative definition. This definition is used in the research related with brain science. Under this definition, eigenvalues of dual complex matrices are defined. However, there are cases of dual complex matrices which have no eigenvalues or have infinitely many eigenvalues. We show that an

n×n
dual complex matrix is diagonalizable if and only if it has exactly n eigenvalues with n appreciably linearly independent eigenvectors. Hermitian dual complex matrices are diagonalizable. We present the Jordan form of a dual complex matrix with a diagonalizable standard part, and the Jordan form of a dual complex matrix with a Jordan block standard part. Based on these, we give a description of the eigenvalues of a general square dual complex matrix.

Keywords

Dual complex numbers / Matrices / Eigenvalues / Diagonalization / Jordan form

Cite this article

Download citation ▾
Liqun Qi, Chunfeng Cui. Eigenvalues and Jordan Forms of Dual Complex Matrices. Communications on Applied Mathematics and Computation, 2023, 7(4): 1225-1241 DOI:10.1007/s42967-023-00299-1

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Cui, C., Qi, L.: A power method for computing the dominant eigenvalue of a dual quaternion Hermitian matrix (2023). arXiv:2304.04355

[2]

HornR, JohnsonCMatrix Analysis, 20122CambridgeCambridge University Press.

[3]

JiaZThe Eigenvalue Problem of Quaternion Matrix: Structure-Preserving Algorithms and Applications, 2019BeijingScience Press

[4]

LingC, HeH, QiL. Singular values of dual quaternion matrices and their low-rank approximations. Numer. Funct. Anal. Optim., 2022, 43: 1423-1458.

[5]

Ling, C., He, H., Qi, L., Feng, T.: von Neumann type trace inequality for dual quaternion matrices, to appear in: Pacific Journal of Optimization

[6]

Ling, C., Qi, L., Yan, H.: Minimax principle for right eigenvalues of dual quaternion matrices and their generalized inverses (2023). arXiv:2203.03161v2

[7]

Matsuda, G., Kaji, S., Ochiai, H.: Anti-commutative dual complex numbers and 2D rigid transformation. In: Anjyo, K. (ed.) Mathematical Progress in Expressive Image Synthesis I: Extended and Selected Results from the Symposium MEIS2013, pp. 131–138. Mathematics for Industry, Springer, Japan (2014)

[8]

Qi, L., Alexander, D.M., Chen, Z., Ling, C., Luo, Z.: Low rank approximation of dual complex matrices (2022). arXiv:2201.12781

[9]

Qi, L., Cui, C.: Dual number matrices with primitive and irreducible nonnegative standard parts (2023). arXiv:2306.16140v2

[10]

QiL, LingC, YanH. Dual quaternions and dual quaternion vectors. Commun. Appl. Math. Comput., 2022, 4: 1494-1508.

[11]

Qi, L., Luo, Z.: Eigenvalues and singular value decomposition of dual complex matrices (2021). arXiv:2110.02050

[12]

QiL, LuoZ. Eigenvalues and singular values of dual quaternion matrices. Pac. J. Optim., 2023, 19: 257-272

[13]

Qi, L., Wang, X., Luo, Z.: Dual quaternion matrices in multi-agent formation control, to appear in: Communications in Mathematical Sciences

[14]

WangH, CuiC, WeiY. The QLY least-squares and the QLY least-squares minimal-norm of linear dual least squares problems. Linear Multilinear Algebra, 2023.

[15]

Wei, T., Ding, W., Wei, Y.: Singular value decomposition of dual matrices and its application to traveling wave identification in brain (2023). arXiv:2303.01383

[16]

WeiM, LiY, ZhangF, ZhaoJQuaternion Matrix Computations, 2018New YorkNova Science Publisher

[17]

ZhangF. Quaternions and matrices of quaternions. Linear Algebra Appl., 1997, 251: 21-57.

[18]

ZhangF, WeiY. Jordan canonical form of a partitioned complex matrix and its application to real quaternion matrices. Commun. Algebra, 2001, 2962363-2375.

Funding

National Natural Science Foundation of China(12126608)

RIGHTS & PERMISSIONS

Shanghai University

AI Summary AI Mindmap
PDF

200

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/