Introduction

What is a matrix?

A matrix is rectangular array of scalar elements, arranged in horizontal rows and vertical columns. The dimensions (order) of a matrix are traditionally notated mxnm x n, where mm is the number of rows and nn is the number of columns. For example, below is an example of a 3 x 2 matrix.

[a11a21a12a22a13a23]\begin{bmatrix} a_{11} & a_{21}\\ a_{12} & a_{22} \\ a_{13} & a_{23} \end{bmatrix}

If m=nm = n, the matrix is said to be a square matrix. For example:

[a11a21a12a22]\begin{bmatrix} a_{11} & a_{21}\\ a_{12} & a_{22} \end{bmatrix}

When a matrix is assigned to a variable, it is standard to notate the variable using capital, bold-face text. For example:

A=[a11a21a12a22a13a23]\mathbf{A} = \begin{bmatrix} a_{11} & a_{21}\\ a_{12} & a_{22} \\ a_{13} & a_{23} \end{bmatrix}

or

B=[a11a21a12a22]\mathbf{B} = \begin{bmatrix} a_{11} & a_{21}\\ a_{12} & a_{22} \end{bmatrix}

You may have noticed that the elements of the matrix (aa) are identified by position using subscript. For example a11a_{11} or aija_{ij}, where ii is the index of the row and jj is the index of the column.

Supplemental Video

Linear Substitution

In addition to the standard video, also check out the two practice items.