<< Chapter < Page Chapter >> Page >
In this section, you will:
  • Find the inverse of a matrix.
  • Solve a system of linear equations using an inverse matrix.

Nancy plans to invest $10,500 into two different bonds to spread out her risk. The first bond has an annual return of 10%, and the second bond has an annual return of 6%. In order to receive an 8.5% return from the two bonds, how much should Nancy invest in each bond? What is the best method to solve this problem?

There are several ways we can solve this problem. As we have seen in previous sections, systems of equations and matrices are useful in solving real-world problems involving finance. After studying this section, we will have the tools to solve the bond problem using the inverse of a matrix.

Finding the inverse of a matrix

We know that the multiplicative inverse of a real number a is a −1 , and a a −1 = a −1 a = ( 1 a ) a = 1. For example, 2 −1 = 1 2 and ( 1 2 ) 2 = 1. The multiplicative inverse of a matrix    is similar in concept, except that the product of matrix A and its inverse A −1 equals the identity matrix    . The identity matrix is a square matrix containing ones down the main diagonal and zeros everywhere else. We identify identity matrices by I n where n represents the dimension of the matrix. [link] and [link] are the identity matrices for a 2 × 2 matrix and a 3 × 3 matrix, respectively.

I 2 = [ 1 0 0 1 ]
I 3 = [ 1 0 0 0 1 0 0 0 1 ]

The identity matrix acts as a 1 in matrix algebra. For example, A I = I A = A .

A matrix that has a multiplicative inverse has the properties

A A −1 = I A −1 A = I

A matrix that has a multiplicative inverse is called an invertible matrix . Only a square matrix may have a multiplicative inverse, as the reversibility, A A −1 = A −1 A = I , is a requirement. Not all square matrices have an inverse, but if A is invertible, then A −1 is unique. We will look at two methods for finding the inverse of a 2 × 2 matrix and a third method that can be used on both 2 × 2 and 3 × 3 matrices.

The identity matrix and multiplicative inverse

The identity matrix    , I n , is a square matrix containing ones down the main diagonal and zeros everywhere else.

I 2 = [ 1 0 0 1 ] I 3 = [ 1 0 0 0 1 0 0 0 1 ]          2 × 2                  3 × 3

If A is an n × n matrix and B is an n × n matrix such that A B = B A = I n , then B = A −1 , the multiplicative inverse of a matrix     A .

Showing that the identity matrix acts as a 1

Given matrix A , show that A I = I A = A .

A = [ 3 4 −2 5 ]

Use matrix multiplication to show that the product of A and the identity is equal to the product of the identity and A.

A I = [ 3 4 −2 5 ] [ 1 0 0 1 ] = [ 3 1 + 4 0 3 0 + 4 1 −2 1 + 5 0 −2 0 + 5 1 ] = [ 3 4 −2 5 ]
A I = [ 1 0 0 1 ] [ 3 4 −2 5 ] = [ 1 3 + 0 ( −2 ) 1 4 + 0 5 0 3 + 1 ( −2 ) 0 4 + 1 5 ] = [ 3 4 −2 5 ]
Got questions? Get instant answers now!
Got questions? Get instant answers now!

Given two matrices, show that one is the multiplicative inverse of the other.

  1. Given matrix A of order n × n and matrix B of order n × n multiply A B .
  2. If A B = I , then find the product B A . If B A = I , then B = A −1 and A = B −1 .

Showing that matrix A Is the multiplicative inverse of matrix B

Show that the given matrices are multiplicative inverses of each other.

A = [ 1 5 −2 −9 ] , B = [ −9 −5 2 1 ]

Multiply A B and B A . If both products equal the identity, then the two matrices are inverses of each other.

A B = [ 1 5 −2 −9 ] · [ −9 −5 2 1 ] = [ 1 ( −9 ) + 5 ( 2 ) 1 ( −5 ) + 5 ( 1 ) −2 ( −9 ) −9 ( 2 ) −2 ( −5 ) −9 ( 1 ) ] = [ 1 0 0 1 ]
B A = [ −9 −5 2 1 ] · [ 1 5 −2 −9 ] = [ −9 ( 1 ) −5 ( −2 ) −9 ( 5 ) −5 ( −9 ) 2 ( 1 ) + 1 ( −2 ) 2 ( −5 ) + 1 ( −9 ) ] = [ 1 0 0 1 ]

A and B are inverses of each other.

Got questions? Get instant answers now!
Got questions? Get instant answers now!

Questions & Answers

profit maximize for monopolistically?
Usman Reply
what kind of demand curve under monopoly?
Mik Reply
what is the difference between inflation and scarcity ?
Abdu Reply
What stops oligopolists from acting together as a monopolist and earning the highest possible level of profits?
Mik
why economics is difficult for 2nd school students.
Siraj Reply
what does mean opportunity cost?
Aster Reply
what is poetive effect of population growth
Solomon Reply
what is inflation
Nasir Reply
what is demand
Eleni
what is economics
IMLAN Reply
economics theory describes individual behavior as the result of a process of optimization under constraints the objective to be reached being determined by
Kalkidan
Economics is a branch of social science that deal with How to wise use of resource ,s
Kassie
need
WARKISA
Economic Needs: In economics, needs are goods or services that are necessary for maintaining a certain standard of living. This includes things like healthcare, education, and transportation.
Kalkidan
What is demand and supply
EMPEROR Reply
deman means?
Alex
what is supply?
Alex
ex play supply?
Alex
Money market is a branch or segment of financial market where short-term debt instruments are traded upon. The instruments in this market includes Treasury bills, Bonds, Commercial Papers, Call money among other.
murana Reply
good
Kayode
what is money market
umar Reply
Examine the distinction between theory of comparative cost Advantage and theory of factor proportion
Fatima Reply
What is inflation
Bright Reply
a general and ongoing rise in the level of prices in an economy
AI-Robot
What are the factors that affect demand for a commodity
Florence Reply
price
Kenu
differentiate between demand and supply giving examples
Lambiv Reply
differentiated between demand and supply using examples
Lambiv
what is labour ?
Lambiv
Got questions? Join the online conversation and get instant answers!
Jobilize.com Reply
Practice Key Terms 2

Get Jobilize Job Search Mobile App in your pocket Now!

Get it on Google Play Download on the App Store Now




Source:  OpenStax, College algebra. OpenStax CNX. Feb 06, 2015 Download for free at https://legacy.cnx.org/content/col11759/1.3
Google Play and the Google Play logo are trademarks of Google Inc.

Notification Switch

Would you like to follow the 'College algebra' conversation and receive update notifications?

Ask