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Inverse of a Matrix - Lecture Slides | MATH 101, Study notes of Algebra

Material Type: Notes; Class: College Algebra (GM); Subject: Mathematics; University: Harford Community College; Term: Spring 2009;

Typology: Study notes

Pre 2010

Uploaded on 08/18/2009

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Inverse of a Matrix
MATH 101
College Algebra
S. Rook
2
Overview
Section 7.3 in the textbook:
Finding the Inverse of a Matrix
Singular Matrices
Solving Systems of Equations Using the
Inverse of a Matrix
Finding the Inverse of a Matrix
pf3
pf4
pf5

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Inverse of a Matrix

MATH 101

College Algebra

S. Rook

2

Overview

  • Section 7.3 in the textbook:
    • Finding the Inverse of a Matrix
    • Singular Matrices
    • Solving Systems of Equations Using the

Inverse of a Matrix

Finding the Inverse of a Matrix

4

Multiplicative Identity and Inverse

for Real Numbers

  • Recall the concepts of the multiplicative

identity and the multiplicative inverse for

real numbers:

  • Multiplicative identity: 1
    • c multiplied by 1 remains c
  • Multiplicative inverse: 1 /c
    • c multiplied by^1 /c (its reciprocal) is 1
  • As we will see, these same properties

have parallels for matrices

5

Identity Matrix

  • Identity Matrix: a square matrix whose

elements along its main diagonal are 1 and

other elements are 0

  • Recall a square matrix has dimensions of n x n
  • The identity matrix is the matrix equivalent of

the real number 1

  • Often abbreviated as I n where n

represents an n x n square matrix

  • I 2 is pictured to the right

6

Multiplicative Identity and Inverse

for Matrices

  • An m x n matrix A multiplied by

the n x n identity matrix will retain the same values

A · I n = A

  • An m x n matrix A multiplied by its

m x n multiplicative inverse A -

will yield the n x n identity matrix

  • Often just called the inverse of a matrix

A · A -1^ = A -1^ · A = I n

^ =

Singular Matrices

11

Singular Matrices

  • Singular Matrix: a matrix that DOES

NOT have an inverse

  • Nonsingular Matrix: a matrix that DOES

have an inverse

  • A matrix is singular if a row of zeros

appears in A while transforming A to A

12

Singular Matrices (Example)

Ex 3: Show that the matrix is singular:

a)

b)

Solving Systems of Equations

Using the Inverse of a Matrix

14

Solving Systems of Equations

Using the Inverse of a Matrix

  • Recall that we can decompose a system

of equations into a coefficient matrix , a

variable matrix , and a constant matrix

  • Let A be the coefficient matrix, X be the

variable matrix, and B be the constant

matrix

  • Then we can write the system as AX = B

AX = B → A

  • · AX = A - · BX = A - · B
  • Why can’t we say B · A-1?

15

Solving Systems of Equations Using

the Inverse of a Matrix (Example)

Ex 4: Solve the system of equations by using the

inverse of the coefficient matrix:

a) b)

x y

x y

y z

x y z

x z