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GANDHINAGAR INSTITUTE OF
TECHONOLOGY(012)
SUBJECT : Linear Algebra And Vector Calculus
(2110005)
Active Learning Assignment on the topic of
“Inverse of a matrix”
BE Mechanical
Prepared By: Pandya Yash
Guided By :
CONTENTS
 Introduction
 RE form & RRE form
 Types of method
 Example
RE & RRE form
 What is a Row echelon form ?
 Side figure is the basic formet of RE
form. Here, * is any real number.
 What is a Reduced Row Echelon form ?
 Side figure is the basic formet of RRE
form. Here, * is any real number.
1 * * * *
0 1 * * *
0 0 1 * *
0 0 0 1 *
0 0 0 0 1
1 0 0 0 0
0 1 0 0 0
0 0 1 0 0
0 0 0 1 0
0 0 0 0 1
Conditions for RE form
 Every zero row of the matrix occurs a non-zero row.
 The first non-zero number from the left of a non-zero row is 1.
It is known as a leading 1.
 For each non-zero row, the leading 1 appears to the right and
below any leading 1 in the preceding rows.
 For RRE form :
 A matrix said to be in RRE form if each column that contains a
leading 1 in RE form of the matrix has zeros everywhere else in
, that column.
Inverse of matrix
 If A is a square matrix & if a matrix B of the same size can be
found such that AB=BA=I, Then A is said to be invertible & B
is called an inverse of A.
 An invertible matrix is called as a non-singular matrix.
 A non-invertible matrix is called as a singular matrix.
Types of Method
 There are usually two methods to find the inverse of a
matrix :-
1) Gaussian Elimination mathod &
2) Determinant method.
Gaussian Elimination method
 The strategy is to use Gaussian elimination to reduce [B | I ] to
reduced row echelon form. If B reduces to I , then [B | I ] reduces
. to [ I | B‾].
 B inverse(B‾) appears on the right.
 To find inverse of B, if it exists, we augment B with the 3×3 identity
matrix:
 Reducing the matrix :
 Our first step is to get a 1 in the top left of the matrix by using
an elementary row operation:
 Next we use the leading 1 (in red), to eliminate the nonzero entries
below it:
 We now move down and across the matrix to get a leading 1 in the (2; 2)
position (in red):
 We can do this by R3 R2
 we use this leading 1 (in red) to eliminate all the nonzero
entries above and below it:
 Finally, we move down and across to the (3; 3) position (in red):
 We make this entry into a leading 1 (in red) and use it to eliminate the
entries above it:
 We have found B‾ as…
 We can check that this matrix is B inverse by verifying that
B* B‾ = B‾ * B = I .
 By which we can get the value =
Determinant method
 IfA is a n*n singular square matrix , then inverse of
theA will be …
adjA
det(A)
A1

1
Example
 If A = and det(A)  0, then
a b
c d
det(A)
A1

1 d -b
-c a
Thank You

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Inverse Matrix Calculation Techniques

  • 1. GANDHINAGAR INSTITUTE OF TECHONOLOGY(012) SUBJECT : Linear Algebra And Vector Calculus (2110005) Active Learning Assignment on the topic of “Inverse of a matrix” BE Mechanical Prepared By: Pandya Yash Guided By :
  • 2. CONTENTS  Introduction  RE form & RRE form  Types of method  Example
  • 3. RE & RRE form  What is a Row echelon form ?  Side figure is the basic formet of RE form. Here, * is any real number.  What is a Reduced Row Echelon form ?  Side figure is the basic formet of RRE form. Here, * is any real number. 1 * * * * 0 1 * * * 0 0 1 * * 0 0 0 1 * 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1
  • 4. Conditions for RE form  Every zero row of the matrix occurs a non-zero row.  The first non-zero number from the left of a non-zero row is 1. It is known as a leading 1.  For each non-zero row, the leading 1 appears to the right and below any leading 1 in the preceding rows.  For RRE form :  A matrix said to be in RRE form if each column that contains a leading 1 in RE form of the matrix has zeros everywhere else in , that column.
  • 5. Inverse of matrix  If A is a square matrix & if a matrix B of the same size can be found such that AB=BA=I, Then A is said to be invertible & B is called an inverse of A.  An invertible matrix is called as a non-singular matrix.  A non-invertible matrix is called as a singular matrix.
  • 6. Types of Method  There are usually two methods to find the inverse of a matrix :- 1) Gaussian Elimination mathod & 2) Determinant method.
  • 7. Gaussian Elimination method  The strategy is to use Gaussian elimination to reduce [B | I ] to reduced row echelon form. If B reduces to I , then [B | I ] reduces . to [ I | B‾].  B inverse(B‾) appears on the right.  To find inverse of B, if it exists, we augment B with the 3×3 identity matrix:
  • 8.  Reducing the matrix :  Our first step is to get a 1 in the top left of the matrix by using an elementary row operation:  Next we use the leading 1 (in red), to eliminate the nonzero entries below it:
  • 9.  We now move down and across the matrix to get a leading 1 in the (2; 2) position (in red):  We can do this by R3 R2  we use this leading 1 (in red) to eliminate all the nonzero entries above and below it:
  • 10.  Finally, we move down and across to the (3; 3) position (in red):  We make this entry into a leading 1 (in red) and use it to eliminate the entries above it:
  • 11.  We have found B‾ as…  We can check that this matrix is B inverse by verifying that B* B‾ = B‾ * B = I .
  • 12.  By which we can get the value =
  • 13. Determinant method  IfA is a n*n singular square matrix , then inverse of theA will be … adjA det(A) A1  1
  • 14. Example  If A = and det(A)  0, then a b c d det(A) A1  1 d -b -c a