<< 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

Discuss the differences between taste and flavor, including how other sensory inputs contribute to our  perception of flavor.
John Reply
taste refers to your understanding of the flavor . while flavor one The other hand is refers to sort of just a blend things.
Faith
While taste primarily relies on our taste buds, flavor involves a complex interplay between taste and aroma
Kamara
which drugs can we use for ulcers
Ummi Reply
omeprazole
Kamara
what
Renee
what is this
Renee
is a drug
Kamara
of anti-ulcer
Kamara
Omeprazole Cimetidine / Tagament For the complicated once ulcer - kit
Patrick
what is the function of lymphatic system
Nency Reply
Not really sure
Eli
to drain extracellular fluid all over the body.
asegid
The lymphatic system plays several crucial roles in the human body, functioning as a key component of the immune system and contributing to the maintenance of fluid balance. Its main functions include: 1. Immune Response: The lymphatic system produces and transports lymphocytes, which are a type of
asegid
to transport fluids fats proteins and lymphocytes to the blood stream as lymph
Adama
what is anatomy
Oyindarmola Reply
Anatomy is the identification and description of the structures of living things
Kamara
what's the difference between anatomy and physiology
Oyerinde Reply
Anatomy is the study of the structure of the body, while physiology is the study of the function of the body. Anatomy looks at the body's organs and systems, while physiology looks at how those organs and systems work together to keep the body functioning.
AI-Robot
what is enzymes all about?
Mohammed Reply
Enzymes are proteins that help speed up chemical reactions in our bodies. Enzymes are essential for digestion, liver function and much more. Too much or too little of a certain enzyme can cause health problems
Kamara
yes
Prince
how does the stomach protect itself from the damaging effects of HCl
Wulku Reply
little girl okay how does the stomach protect itself from the damaging effect of HCL
Wulku
it is because of the enzyme that the stomach produce that help the stomach from the damaging effect of HCL
Kamara
function of digestive system
Ali Reply
function of digestive
Ali
the diagram of the lungs
Adaeze Reply
what is the normal body temperature
Diya Reply
37 degrees selcius
Xolo
37°c
Stephanie
please why 37 degree selcius normal temperature
Mark
36.5
Simon
37°c
Iyogho
the normal temperature is 37°c or 98.6 °Fahrenheit is important for maintaining the homeostasis in the body the body regular this temperature through the process called thermoregulation which involves brain skin muscle and other organ working together to maintain stable internal temperature
Stephanie
37A c
Wulku
what is anaemia
Diya Reply
anaemia is the decrease in RBC count hemoglobin count and PVC count
Eniola
what is the pH of the vagina
Diya Reply
how does Lysin attack pathogens
Diya
acid
Mary
I information on anatomy position and digestive system and there enzyme
Elisha Reply
anatomy of the female external genitalia
Muhammad Reply
Organ Systems Of The Human Body (Continued) Organ Systems Of The Human Body (Continued)
Theophilus Reply
what's lochia albra
Kizito
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