Matrix Arithmetic: Addition, Subtraction, and Scalar Multiplication (VCE SSCE General Mathematics): Revision Notes
Matrix Arithmetic: Addition, Subtraction, and Scalar Multiplication
Introduction
Matrix arithmetic involves performing mathematical operations on matrices. The three fundamental operations you need to master are addition, subtraction, and scalar multiplication. Understanding when these operations are possible and how to perform them correctly is essential for working with matrices in practical applications.
Matrix operations follow specific rules about when they can be performed. The most important rule to remember is that addition and subtraction require matrices to have the same dimensions, while scalar multiplication can be performed on any matrix.
Equality of two matrices
Before we can add or subtract matrices, we need to understand when two matrices are considered equal.
Equal matrices must satisfy two conditions:
- They must have the same order (the same number of rows and columns)
- Each corresponding element must have identical values
Having the same numbers isn't enough - the numbers must be in exactly the same positions within each matrix. Order matters!
For example:
is equal to
However:
is NOT equal to
Even though both matrices contain the numbers 1, 2, 3, and 4, they are not equal because these numbers appear in different positions.
Worked Example: Finding values in equal matrices
Question: Given that , find the value of and the value of .
Solution:
Since the matrices are equal, each corresponding element must be equal.
Comparing the elements in position (1,2):
Comparing the elements in position (2,1): (this would indicate an error, but let's check position (2,2))
Wait, looking at the correct positions:
- Position (2,1): doesn't work, so let me reconsider...
Actually, from the source:
- (from comparing position (1,2))
- which means (from comparing position (2,2))
Note: The element in position (2,1) means both matrices should have 8 in that position, but the second matrix shows 20. Based on the worked solution provided, we have:
and
Matrix addition
When can you add matrices?
You can only add two matrices if they have the same order. This means they must have the same number of rows and the same number of columns.
How to add matrices
When adding matrices of the same order, you simply add each pair of corresponding elements together. The result is a new matrix of the same order.
Think of matrix addition as adding elements "position by position" - the element in row 1, column 1 of the first matrix is added to the element in row 1, column 1 of the second matrix, and so on for all positions.
Worked Example: Adding two matrices
Question: If and , find .
Solution:
Step 1: Check that both matrices have the same order.
Both matrices are (2 rows, 3 columns), so they can be added.
Step 2: Add corresponding elements.
Matrix subtraction
When can you subtract matrices?
Just like addition, you can only subtract two matrices if they have the same order.
How to subtract matrices
When subtracting matrices of the same order, you subtract each pair of corresponding elements. The result is a new matrix of the same order.
When subtracting, pay careful attention to negative numbers. Subtracting a negative number means adding the positive equivalent: .
Worked Example: Subtracting two matrices
Question: If and , find .
Solution:
Step 1: Check that both matrices have the same order.
Both matrices are , so they can be subtracted.
Step 2: Subtract corresponding elements.
Scalar multiplication
What is scalar multiplication?
Scalar multiplication means multiplying a matrix by a single number (called a scalar). This operation multiplies every element in the matrix by that number.
Think of it as "scaling" the matrix - making it larger or smaller. For example, multiplying by 2 doubles every element, while multiplying by 0.5 halves every element.
The word "scalar" comes from the idea of "scaling" - just like a scale factor in geometry changes the size of a shape, a scalar changes the size of all values in a matrix proportionally.
How to perform scalar multiplication
To multiply a matrix by a scalar , multiply each element in the matrix by .
Worked Example: Scalar multiplication
Question: If and , find and .
Solution:
For , multiply each element in matrix by 3:
For , multiply each element in matrix by 0.5:
The zero matrix
What is a zero matrix?
A zero matrix is a special matrix where every element equals zero. We use the symbol to represent any zero matrix.
Zero matrices can have any order. Here are some examples:
- (a zero matrix)
- (a zero matrix)
- (a zero matrix)
- (a zero matrix)
When do you get a zero matrix?
One common way to obtain a zero matrix is by subtracting a matrix from itself:
Worked Example: Proving a result equals the zero matrix
Question: If and , show that .
Solution:
First, calculate :
Next, calculate :
Now subtract:
Therefore,
Using a CAS calculator
For small matrices, performing these operations by hand is usually quickest. However, for larger matrices or when dealing with many calculations, a CAS calculator can be very helpful. Most CAS calculators allow you to store matrices and perform addition, subtraction, and scalar multiplication quickly.
Practical applications
Matrix operations are incredibly useful for processing real-world data. Let's look at an example involving sales data.
Worked Example: Processing sales data
Question: The sales data for two used car dealers, Honest Joe's and Super Deals, are displayed in the table below:
| Car sales | Small | Medium | Large | Small | Medium | Large |
|---|---|---|---|---|---|---|
| 2014 | 2015 | |||||
| Honest Joe's | 24 | 32 | 11 | 26 | 38 | 16 |
| Super Deals | 32 | 34 | 9 | 35 | 41 | 12 |
a) Construct two matrices, and , to represent the sales data for 2014 and 2015 separately.
Solution:
b) Construct a new matrix . What does this matrix represent?
Solution:
Matrix represents the total sales for 2014 and 2015 combined for the two dealers.
c) Construct a new matrix . What does this matrix represent?
Solution:
Matrix represents the increase in sales from 2014 to 2015 for the two dealers.
d) Both dealers want to increase their 2015 sales by 50% by 2016. Construct a new matrix . Explain why this matrix represents the planned sales figures for 2016.
Solution:
Multiplying by 1.5 (which equals ) increases each value by 50%. This is because , representing 100% of the original plus an additional 50%.
Key Points to Remember:
-
Matrix equality: Two matrices are equal only if they have the same order and all corresponding elements are identical.
-
Addition and subtraction: You can only add or subtract matrices that have the same order (same number of rows and columns). Add or subtract corresponding elements.
-
Scalar multiplication: Multiply every element in the matrix by the scalar (number). This scales the entire matrix up or down.
-
Zero matrix: A matrix where all elements are zero, represented by . Any matrix minus itself equals the zero matrix.
-
Practical applications: Matrix operations are valuable for processing real-world data, such as combining totals, finding differences, or scaling values by a percentage.