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[parent] circulant matrix (Definition)

A square matrix $M:A\times A\to C$ is said to be $g$ -circulant for an integer $g$ if each row other than the first is obtained from the preceding row by shifting the elements cyclically g columns to the right (g>0) or -g columns to the left (g < 0).

That is, if $A=[a_{ij}]$ then $a_{i,j} = a_{i+1,j+g}$ where the subscripts are computed modulo d. A 1-circulant is commonly called a circulant and a -1-circulant is called a back circulant.

More explicitly, a matrix of the form

\begin{displaymath} \left[ \begin{array}{ccccc} M_1 & M_2 & M_3 &\ldots & M_{d} ... ...& \vdots \ M_2 & M_3 & M_4 & \ldots & M_1 \end{array}\right] \end{displaymath}
is called circulant.

Because the Jordan decomposition of a circulant matrix is rather simple, circulant matrices have some interest in connection with the approximation of eigenvalues of more general matrices. In particular, they have become part of the standard apparatus in the computerized analysis of signals and images.




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Cross-references: analysis, eigenvalues, approximation, matrix, subscripts, right, columns, row, integer, square matrix

This is version 6 of circulant matrix, born on 2003-08-22, modified 2007-09-04.
Object id is 4640, canonical name is CirculantMatrix.
Accessed 5650 times total.

Classification:
AMS MSC15-01 (Linear and multilinear algebra; matrix theory :: Instructional exposition )
 15A99 (Linear and multilinear algebra; matrix theory :: Miscellaneous topics)

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