Properties of a Diagonal Matrix

The following are the properties of the Singular Matrix:

  • Every diagonal matrix is a square matrix, i.e., a matrix that has an equal number of rows and columns.
  • Scalar matrices, identity matrices, and null matrices are examples of diagonal matrices, as their non-principal diagonal elements are zeros.
  • The resultant matrix of the sum of two diagonal matrices is also a diagonal matrix.
  • The resultant matrix of the product of diagonal matrices is also a diagonal matrix, where the main diagonal elements of the resultant matrix are products of the corresponding elements of the original matrices.

If [Tex]A = \left[\begin{array}{cc} -3 & 0\\ 0 & -3 \end{array}\right]     [/Tex] and [Tex]B = \left[\begin{array}{cc} 8 & 0\\ 0 & 5 \end{array}\right]     [/Tex], then [Tex]AB = \left[\begin{array}{cc} -24 & 0\\ 0 & -15 \end{array}\right]     [/Tex].

  • A diagonal matrix is a symmetric matrix, as the transpose of a diagonal matrix is the same matrix itself.

If [Tex]D = \left[\begin{array}{cc} 6 & 0\\ 0 & 7 \end{array}\right]     [/Tex] is a diagonal matrix, then [Tex]D^{T} = \left[\begin{array}{cc} 6 & 0\\ 0 & 7 \end{array}\right]     [/Tex], i.e., D = DT.

  • A diagonal matrix is a symmetric matrix, as the transpose of a diagonal matrix is the same matrix itself.

If [Tex]A = \left[\begin{array}{cc} -5 & 0\\ 0 & 11 \end{array}\right]     [/Tex] and [Tex]B = \left[\begin{array}{cc} 7 & 0\\ 0 & -13 \end{array}\right]     [/Tex] are two diagonal matrices, then

[Tex]A + B = B + A = \left[\begin{array}{cc} 2 & 0\\ 0 & -2 \end{array}\right] [/Tex]

[Tex]AB = BA = \left[\begin{array}{cc} -35 & 0\\ 0 & -143 \end{array}\right] [/Tex]

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Diagonal Matrix

Diagonal Matrix is a matrix in which all the non-diagonal elements are zero. A matrix is defined as a rectangular array of numbers that are arranged in rows and columns. The size of a matrix can be determined by the number of rows and columns in it. A matrix is said to be an “m by n” matrix when it has “m” rows and “n” columns and is written as an “m × n” matrix.

For example, the order of the matrix that has five rows and four columns is “5 × 4.” We have different types of matrices, such as rectangular, square, triangular, symmetric, singular, etc. The image given below is an “m × n” matrix that has “m” rows and “n” columns.

Table of Content

  • What is a Diagonal Matrix?
  • Examples of a Diagonal Matrix
  • Properties of a Diagonal Matrix
  • Block Diagonal Matrix
  • Determinant of a Diagonal Matrix
  • Inverse of a Diagonal Matrix
  • Anti-Diagonal Matrix

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What is a Diagonal Matrix?

A diagonal matrix is a square matrix in which all of the elements except the principal diagonal elements are zeroes. It is both upper and lower triangular, as all the elements except the main diagonal elements are zeros. A square matrix “A = [aij]” is said to be a diagonal matrix if aij = 0 when i ≠ j. The matrix given below represents a diagonal matrix of order “5 × 5.”...

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The term “block matrix” refers to a matrix that is divided into blocks. In such matrices, the non-diagonal blocks are zero matrices, whereas the main diagonal blocks are square matrices. A matrix “A = [aij]” is called a block diagonal matrix when aij = 0, for i ≠ j, i.e., when the non-diagonal blocks are zero....

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An anti-diagonal matrix, or non-diagonal matrix, is said to be the mirror image of a diagonal matrix concerning the placement of the elements. In an anti-diagonal matrix, all elements are zero except the diagonal (not the principal diagonal) elements from the upper right edge to the lower left edge. The matrix given below is an anti-diagonal matrix of order “3 × 3.”...

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Define a Diagonal Matrix....