Inverse Matrices and Solving Simultaneous Equations Using Matrices (VCE SSCE General Mathematics): Revision Notes
Inverse Matrices and Solving Simultaneous Equations Using Matrices
Introduction to inverse matrices
An inverse matrix is a special matrix that, when multiplied by the original matrix, produces the identity matrix. The inverse of matrix is written as .
Key Property of Inverse Matrices
The fundamental property that defines an inverse matrix is:
where is the identity matrix.
The identity matrix is a square matrix with s along the main diagonal and s everywhere else. For a matrix, the identity matrix is:
Important points about inverse matrices:
- Only square matrices (same number of rows and columns) can have inverses
- Not all square matrices have inverses
- Finding the inverse is best done using a CAS calculator
- If an inverse doesn't exist, your calculator will display an error message
Finding the inverse of a matrix using a CAS calculator
Worked Example: Finding an Inverse Using CAS
Let's work through finding the inverse of matrix .
Step 1: Enter matrix into your calculator.
Step 2: Type in and evaluate.
Step 3: To verify your answer is correct, form the product . This should give you the identity matrix .
Step 4: Write your final answer.
For this example, the inverse of is:
Finding the inverse of a matrix using ClassPad
Worked Example: Finding an Inverse Using ClassPad
The process on a ClassPad calculator is similar. For the same matrix :
Step 1: Type in or type followed by the power of .
Step 2: Press the EXE button to evaluate.
Step 3: Write your answer.
The inverse is displayed as:
Note that this is the same answer as before, just expressed as fractions rather than decimals.
The determinant of a matrix
The determinant is a special number we can calculate from a square matrix. It's crucial for two reasons:
- It tells us whether an inverse exists
- It's used in the formula for calculating the inverse
Formula for the determinant of a 2×2 matrix
Determinant Formula for 2×2 Matrices
For a matrix , the determinant is:
Memory tip: Multiply down the main diagonal () and subtract the product of the other diagonal ().
Worked example: finding the determinant
Worked Example: Calculating Determinants
Find the determinant of matrices and .
Solution:
For matrix :
- Identify the values: , , ,
- Apply the formula:
- Calculate:
For matrix :
- Identify the values: , , ,
- Apply the formula:
- Calculate:
Exam tip: Be especially careful with negative numbers when calculating determinants.
Finding the inverse using the determinant
While we typically use a calculator to find inverses, it's useful to know the mathematical formula that relates the inverse to the determinant.
Formula for the Inverse of a 2×2 Matrix
For a matrix , the inverse is:
This formula only works when .
Example: For matrix , we found .
Therefore:
When does an inverse not exist?
Critical Rule: When No Inverse Exists
A matrix has no inverse if its determinant equals zero.
If , then the fraction is undefined (division by zero), so the inverse cannot be calculated.
Solving simultaneous equations using matrices
Matrices provide an efficient method for solving systems of two equations with two unknowns. Here's how the process works.
Converting equations to matrix form
Consider the simultaneous equations:
Step 1: Write each equation as a row in a matrix equation.
Step 2: Express the left side as a product of two matrices.
The first matrix contains the coefficients of and . The second matrix contains the variables:
Step 3: Label the matrices for easier reference.
Let , , and
This gives us the compact form:
Matrix contains the solutions we're looking for.
Solving the matrix equation using a CAS calculator
Worked Example: Solving Simultaneous Equations Using Matrices
Let's solve the equations and using matrices.
Step 1: Write the equations in matrix form.
Step 2: Express as a matrix product.
Step 3: Name the matrices. Let where:
- (coefficients matrix)
- (variables matrix - contains our unknowns)
- (constants matrix)
Step 4: Enter matrices and into your calculator.
Step 5: Find matrix using the formula .
Why does work?
Here's the mathematical reasoning:
- Start with:
- Multiply both sides by :
- Since :
- Since :
Step 6: Calculate on your calculator.
Step 7: Read off the solution from matrix .
The calculator shows:
Step 8: Write the solutions to the original equations.
Since , we have:
Step 9: Verify by substituting back into the original equations.
Checking in :
✓
Checking in :
✓
Both equations are satisfied, confirming our solution is correct.
Order Matters in Matrix Multiplication!
When calculating the solution, you must calculate , not .
Matrix multiplication is not commutative, meaning the order of multiplication affects the result.
Summary of the matrix method for solving simultaneous equations
When solving two equations with two unknowns:
- Write the equations in matrix form
- Enter matrix (coefficients) and matrix (constants) into your calculator
- Calculate using your calculator
- Read the values of and from matrix
- Check your answers by substituting back into the original equations
Key Points to Remember:
-
The inverse matrix satisfies the property , where is the identity matrix.
-
Only square matrices can have inverses, and only if their determinant is not zero.
-
The determinant of a matrix is calculated as .
-
A matrix has no inverse if its determinant equals zero.
-
To solve simultaneous equations using matrices: write in form , then calculate using your CAS calculator. Remember that order matters in matrix multiplication.