Matrix Inversion
What is the Inverse of a Matrix?
 This is the Reciprocal of a Number:
 The Inverse of a Matrix is the same idea but we write it A-1
 When we multiply a number by its reciprocal we get 1
8 × (1/8) = 1
 When we multiply a Matrix by its Inverse we get the Identity Matrix
(which is like "1" for Matrices):
A × A-1 = I
 Why not 1/A ?
 And anyway 1/8 can also be written 8-1
 Identity Matrix
 The Identity Matrix is the matrix equivalent of the number "1"
Why Do We Need an Inverse?
 Because with Matrices we don't divide! Seriously, there is no concept of dividing
by a Matrix.
 But we can multiply by an Inverse, which achieves the same thing.
 EX : Say we want to find Matrix X, and we know Matrix A and B:
XA = B
X=B/A Isn’t valid as we can't divide.
But we can multiply both sides by A-1
XAA-1 = BA-1
X I = BA-1
X = BA-1
how do we calculate the Inverse?
 There are usually two methods to find the inverse of a matrix. These are:
 1..Crammer’s Method
 2..Gauss-Jordan elimination Method
(This is called the "Augmented Matrix“)
Examples:
 2x2 Matrix by Crammer’s Method
 3x3 Matrix by Gauss-Jordan
Matrix Inversion In MATLAB
 The inv( x ) , x^(-1) commands compute the inverse of a square matrix:
References
 https://en.wikipedia.org/wiki/Invertible_matrix
 https://www.mathsisfun.com/algebra/matrix-inverse.html
 https://www.slideshare.net/itutor/inverse-matrix-determinants
 https://en.wikipedia.org/wiki/Invertible_matrix
By Abdalla Saad

Matrix inversion

  • 1.
  • 2.
    What is theInverse of a Matrix?  This is the Reciprocal of a Number:  The Inverse of a Matrix is the same idea but we write it A-1
  • 3.
     When wemultiply a number by its reciprocal we get 1 8 × (1/8) = 1  When we multiply a Matrix by its Inverse we get the Identity Matrix (which is like "1" for Matrices): A × A-1 = I  Why not 1/A ?  And anyway 1/8 can also be written 8-1  Identity Matrix  The Identity Matrix is the matrix equivalent of the number "1"
  • 4.
    Why Do WeNeed an Inverse?  Because with Matrices we don't divide! Seriously, there is no concept of dividing by a Matrix.  But we can multiply by an Inverse, which achieves the same thing.  EX : Say we want to find Matrix X, and we know Matrix A and B: XA = B X=B/A Isn’t valid as we can't divide. But we can multiply both sides by A-1 XAA-1 = BA-1 X I = BA-1 X = BA-1
  • 5.
    how do wecalculate the Inverse?  There are usually two methods to find the inverse of a matrix. These are:  1..Crammer’s Method  2..Gauss-Jordan elimination Method (This is called the "Augmented Matrix“)
  • 6.
    Examples:  2x2 Matrixby Crammer’s Method
  • 7.
     3x3 Matrixby Gauss-Jordan
  • 8.
    Matrix Inversion InMATLAB  The inv( x ) , x^(-1) commands compute the inverse of a square matrix:
  • 9.
    References  https://en.wikipedia.org/wiki/Invertible_matrix  https://www.mathsisfun.com/algebra/matrix-inverse.html https://www.slideshare.net/itutor/inverse-matrix-determinants  https://en.wikipedia.org/wiki/Invertible_matrix By Abdalla Saad