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Submatrix


Submatrices

A submatrix of a matrix is obtained by selecting a subset of its rows and a subset of its columns, retaining their original order. The selected rows and columns need not be consecutive. Equivalently, a submatrix is obtained by deleting any collection of rows and columns (Horn and Johnson 2013, p. 17).

For an m×n matrix A=(a_(ij)), let I={i_1,...,i_p} and J={j_1,...,j_q} be subsets of {1,...,m} and {1,...,n}, respectively, with their elements in increasing order. The corresponding p×q submatrix is denoted

 A[I,J]=(a_(i_rj_s)),
(1)

where 1<=r<=p and 1<=s<=q. For example, given

 A=[1 2 3 4; 5 6 7 8; 9 10 11 12],
(2)

selecting rows 1 and 3 and columns 2 and 4 gives

 A[{1,3},{2,4}]=[2 4; 10 12].
(3)

This submatrix is not a contiguous rectangular block of the original matrix. A block formed from consecutive rows and columns is a special case of a submatrix, as used in a block matrix.

For a square matrix, selecting the same index set for both rows and columns gives a principal submatrix A[I,I]. The determinant of a square submatrix is a minor.


See also

Block Matrix, Matrix, Minor, Principal Submatrix

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References

Horn, R. A. and Johnson, C. R. "Submatrices." §0.7.1 in Matrix Analysis, 2nd ed. New York: Cambridge University Press, p. 17, 2013.

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Submatrix

Cite this as:

Weisstein, Eric W. "Submatrix." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/Submatrix.html

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