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VCE 11 General 2023

6.04 Scalar multiplication

Lesson

Scalar multiplication

A scalar is a quantity, or a magnitude. When we multiply a matrix by a scalar, we multiply each element in the matrix by the given scalar. In general, the multiplication of a matrix by a scalar will appear similar the following: \lambda \begin{bmatrix} a&b\\ c&d \end{bmatrix}= \begin{bmatrix} \lambda a & \lambda b\\ \lambda c & \lambda d\\ \end{bmatrix}

As an example, the multiplication of a matrix with numerical elements by a scalar will look like the following: 3 \begin{bmatrix} 2&-2\\ 6&0 \end{bmatrix}= \begin{bmatrix} 6 & -6\\ 18 & 0\\ \end{bmatrix} We can see that each element was multiplied by 3.

Examples

Example 1

If A = \begin{bmatrix} 2 & -6 \\ -4 & 3 \end{bmatrix}, find 3A.

Worked Solution
Create a strategy

Multiply the elements of matrix A by 3.

Apply the idea
\displaystyle 3A\displaystyle =\displaystyle 3\begin{bmatrix} 2 & -6 \\ -4 & 3 \end{bmatrix}Multiply matrix A by 3
\displaystyle =\displaystyle \begin{bmatrix} 3\times 2 & 3\times (-6) \\ 3\times (-4) & 3\times 3 \end{bmatrix}Multiply each element by 3
\displaystyle =\displaystyle \begin{bmatrix} 6&-18\\-12&9 \end{bmatrix}Evaluate each element
Idea summary

A scalar is a quantity, or a constant number.

When we multiply a matrix by a scalar, we multiply each element in the matrix by the given scalar.

Matrices and using the calculator

Matrices allow us to perform numerous calculations in one operation. They are very useful when analysing and keeping track of large amounts of data. For example, we could store information about a large inventory in a matrix. We could then use spreadsheets, calculators or other technology to monitor stock, by using matrix addition to add in orders, subtraction to take away sales and multiplications to calculate revenue, expenses and profit.

Examples

Example 2

Find \dfrac{1}{2}A+\dfrac{2}{3}B if A =\begin{bmatrix} 6&-12\\ 4&14 \end{bmatrix} and B =\begin{bmatrix} 24&3\\ -12&0 \end{bmatrix}.

Worked Solution
Create a strategy

Multiply each of the elements in matrix A by \dfrac{1}{2} and multiply each of the elements in matrix B by \dfrac{2}{3}. Add corresponding elements of the matrices \dfrac{1}{2}A and \dfrac{2}{3}B.

Apply the idea
\displaystyle \dfrac{1}{2}A+\dfrac{2}{3}B\displaystyle =\displaystyle \dfrac{1}{2}\begin{bmatrix} 6&-12\\ 4&14 \end{bmatrix}+\dfrac{2}{3}\begin{bmatrix} 24&3\\ -12&0 \end{bmatrix}
\displaystyle =\displaystyle \begin{bmatrix} 3&-6\\ 2&7 \end{bmatrix}+\begin{bmatrix} 16&2\\ -8&0 \end{bmatrix}Multiply the scalar to each element
\displaystyle =\displaystyle \begin{bmatrix} 19&-4\\ -6&7 \end{bmatrix}Add each of the corresponding elements
Idea summary

Matrices allow us to perform numerous calculations in one operation. They are very useful when analysing and keeping track of large amounts of data.

Outcomes

U1.AoS3.3

matrix arithmetic: the definition of addition, subtraction, multiplication by a scalar, multiplication, the power of a square matrix, and the conditions for their use

U1.AoS3.9

add and subtract matrices, multiply a matrix by a scalar or another matrix, and raise a matrix to a power

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