3.8 Use Inverse Matrices to Solve Linear Systems

 

Identity matrix

An n ´ n matrix with 1's on the main diagonal and 0's elsewhere

 

Inverse matrices

Two n ´ n matrices A and B are inverses of each other if their product (in both orders) is the n ´ n identity matrix.

 

Matrix of variables

The matrix of variables of the linear system                                        .

 

Matrix of constants

The matrix of constants of the linear system                                       .

 

THE INVERSE OF A 2 ´ 2 MATRIX

 


ad - cb

 

| A |

 
The inverse of the matrix A =

provided _ad - cd_ ¹ 0.

 

Example 1

Find the inverse of a2 ´ 2 matrix

 


Find the inverse of A =

-12 + 8

 
A-1 =

You can check the inverse by showing that AA-1 = I = A-1A.

 
=

 


Example 2

Solve a matrix equation

 

Solve the matrix equation AX = B for the 2 ´ 2 matrix X.

 

Begin by finding the inverse of A.

A-1 =

To solve the equation for X, multiply both sides of the equation by A-1 on the left.

 


=                                                 A-1AX = A-1B

IX = A-1B

X = A-1B

 

Example 3

Find the inverse of a 3 ´ 3 matrix

 

Use a graphing calculator to find the inverse of A. Then use the calculator to verify your result.

A =

Solution

Enter the matrix A into a graphing calculator and calculate AA-1.Then compute _A-1A_ _A-1A_ to verify that you obtain the _3 ´ 3_ identity matrix.

 


USING AN INVERSE MATRIX TO SOLVE A LINEAR SYSTEM

Step 1 Write the system as a matrix equation AX = B. The matrix A is the _coefficient_

matrix, X is the matrix of _variables_, and B is the matrix of _constants_.

Step 2 Find the inverse of matrix A.

Step 3 Multiply each side of AX = B by A-1 on the _left_ to find the solution X = A-1B.

 

Example 4

Solve a linear system

 

Use an inverse matrix to solve the linear system.

2x + 3y = 15                Equation

1 x - 2y = -17             Equation 2

 

Solution

1.      Write the linear system as a matrix equation AX = B.

2.     

If A does not have an inverse, then the system has either no solution or infinitely many solutions.

 
Find the inverse of matrix A.

3.      Multiply the matrix of constants by A-1 on the left.

The solution of the system is (_-3_,_7_).