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Inverse of a Matrix, Properties of Inverse of a Matrix - Part 3 are considered the most difficult concepts.
Properties of Inverse of a Matrix - Part 1 are considered the most asked concepts.
22 Questions around this concept.
Let A be any 3×3 invertible matrix. Then which one of the following is not always true ?
Let A be a square matrix all of whose entries are integers. Then which one of the following is true?
If A is an 3 x 3 non - singular matrix such that AA' = A'A and B = A-1 A' , then BB' equals :
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Inverse of a Matrix
A non-singular square matrix A is said to be invertible if there exists a non-singular square matrix B such that
AB = I = BA
and the matrix B is called the inverse of matrix A. Clearly, B should also have the same order as A.
Hence,
Formula for A-1
We know
Inverse of a 2 x 2 matrix
To compute the inverse of matrix A of order 3, first, check whether the matrix is singular or non-singular.
If the matrix is singular, then its inverse does not exist.
If the matrix in non-singular, then the following ar ethe steps to find the Inverse
Calculating the Matrix of Minors,
then turn that into the Matrix of Cofactors,
then take the transpose (These 3 steps give us the adjoint of matrix A)
multiply that by 1/|A|.
For example,
Let compute the inverse of matrix A,
First, find the determinant of A
Now, find the minor of each element
And here is the calculation for the whole matrix:
Minor matrix
Now Cofactor of the given matrix
We need to change the sign of alternate cells, like this
So, Cofactor matrix C =
Now to find the adj A, take the transpose of matrix C
Properties of inverse of a matrix:
1. Inverse of a matrix is unique
Proof:
Let A be a square and non-singular matrix and let B and C be two inverses of matrix A
Hence an invertible matrix has a unique inverse.
2. If A and B are invertible matrices of order n, then AB will also be invertible. and (AB)-1 = B-1A-1.
Proof :
Properties of Inverse of a Matrix
3. If A is an invertible matrix, then
(A')-1 = (A-1) '
Proof: As A is an invertible matrix, so |A| ≠ 0 ⇒ |A' | ≠ 0. Hence, A' is also invertible.
4. Let A be an invertible matrix, then, (A-1)-1=A
Proof:
Let A be an invertible matrix of order n.
5. Let A be an invertible matrix of order n and k is a natural number, then (Ak)-1 = (A-1)k = A-k
Proof:
Properties of Inverse of a Matrix
6. Let A be an invertible matrix of order n, then
Proof: ∵ A is invertible, then |A| ≠ 0.
7. Inverse of a non-singular diagonal matrix is a diagonal matrix
then
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