Chapter Contents

• Matrices and Determinants
• 1. Determinants
• 2. Large Determinants
• 3. Matrices
• 4. Multiplication of Matrices
• Matrix Multiplication examples
• Add & multiply matrices - Flash
• 5. Finding the Inverse of a Matrix
• Multiplication and Inverse examples
• Multiplication and Inverse examples - own numbers
• Inverse of a Matrix using Gauss-Jordan Elimination
• 6. Matrices and Linear Equations
• Matrices and Determinants Problem Solver

• Comments, Questions?

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1. Determinants

by M. Bourne

Before we see how to use a matrix to solve a set of simultaneous equations, we learn about determinants.

A determinant is a square array of numbers (written within a pair of vertical lines) which represents a certain sum of products.

Below is an example of a 3 × 3 determinant (it has 3 rows and 3 columns).

The result of multiplying out, then simplifying the elements of a determinant is a single number (a scalar quantity).

Calculating a 2 × 2 Determinant

In general, we find the value of a 2 × 2 determinant with elements a, b, c, d as follows:

We multiply the diagonals (top left × bottom right first), then subtract.

Example 1

The final result is a single number.

We will see how to expand a 3 × 3 determinant below.

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Let's see how LiveMath does this for us.

LIVEMath

Using Determinants to Solve Systems of Equations

We can solve a system of equations using determinants, but it becomes very tedious for large systems. We will only do 2 × 2 and 3 × 3 systems using determinants.

Cramer's Rule.

The solution (x, y) of the system

can be found using determinants:

Example 2

Solve the system using Cramer's Rule:

x − 3y = 6

2x + 3y = 3

Answer

LiveMath can also perform Cramer's Rule for us, as follows. We will see later that LiveMath can solve systems of equations more directly for us.

LIVEMath

3 × 3 Determinants

A 3 × 3 determinant

can be evaluated in various ways.

We will use the method called "expansion by minors". But first, we need a definition.

Cofactors

The 2 × 2 determinant

is called the cofactor of a₁ for the 3 × 3 determinant:

The cofactor is formed from the elements that are not in the same row as a₁ and not in the same column as a₁.

Similarly, the determinant

is called the cofactor of a₂. It is formed from the elements not in the same row as a₂ and not in the same column as a₂.

We continue the pattern for the cofactor of a₃.

Expansion by Minors

We evaluate our 3 × 3 determinant using expansion by minors. This involves multiplying the elements in the first column of the determinant by the cofactors of those elements. We subtract the middle product and add the final product.

Note that we are working down the first column and multiplying by the cofactor of each element.

Example 3

Evaluate

Answer

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We can use LiveMath to demonstrate expansion by minors. [I have included this so you can check your work on paper. LiveMath evaluates determinants directly, as we see in the next LiveMath example.]

LIVEMath

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However, now let us see how LiveMath does it directly:

LIVEMath

 

Cramer's Rule to Solve 3 × 3 Systems of Linear Equations

We can solve the general system of equations,

a₁x + b₁y + c₁z = d₁

a₂x + b₂y + c₂z = d₂

a₃x + b₃y + c₃z = d₃

by using the determinants:

where

Example 4

Solve, using Cramer's Rule:

2x + 3y + z = 2

−x + 2y + 3z = −1

−3x − 3y + z = 0

Answer

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In this LiveMath example, I have indicated the final answer only, so you can check your work. Cramer's Rule for larger systems becomes quite tedious.

LIVEMath

 

Determinant Exercises

1. Evaluate by expansion of minors:

Answer

2. Solve the system by use of determinants:

x + 3y + z = 4

2x − 6y − 3z = 10

4x − 9y + 3z = 4

Answer