Is the Inverse of this Matrix Possible?

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In summary: Inconsistent means that there is no solution for the system of equations represented by the matrix. In this case, there is no inverse for the matrix. In summary, the given matrix has no inverse and is inconsistent. The determinant of the matrix is 0, which is a key factor in determining the existence of an inverse.
  • #1
askor
169
9
I tried to find the inverse of below matrix and what I get is no inverse.

##
\left(
\begin{array}{rrr}
1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9
\end{array}
\right)
##

Can someone please check it whether I am correct or not?
 
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  • #2
What have you done so far?
 
  • #3
This is what I get

##
\left(
\begin{array}{rrr|rrr}
1 & 2 & 3 & 1 & 0 & 0 \\ 0 & 1 & 2 & \frac{4}{3} & -\frac{1}{3} & 0 \\ 0 & 0 & 0 & -1 & -2 & 1
\end{array}
\right)
##
 
  • #4
Difficult to check something you cannot see.

What is the determinant? Maybe the matrix isn't invertible.
(You could compute the determinant along the first row. If it's zero, it isn't invertible.)

You could also try the computational method with the adjugate matrix
https://en.wikipedia.org/wiki/Adjugate_matrix#Inverses
but I would compute the determinant first.
 
  • #5
Basically, I rewrote the matrix in the below form:

##
\left(
\begin{array}{rrr|rrr}
1 & 2 & 3 & 1 & 0 & 0 \\ 4 & 5 & 6 & 0 & 1 & 0 \\ 7 & 8 & 9 & 0 & 0 & 1
\end{array}
\right)
##

Next, I do row operation, and what I get is this:

##
\left(
\begin{array}{rrr|rrr}
1 & 2 & 3 & 1 & 0 & 0 \\ 0 & 1 & 2 & \frac{4}{3} & -\frac{1}{3} & 0 \\ 0 & 0 & 0 & -1 & -2 & 1
\end{array}
\right)
##
 
  • #6
Assuming you made no mistake, what does this tell you?
 
  • #7
fresh_42 said:
Assuming you made no mistake, what does this tell you?

Is this inconsistent matrix? Does this mean the matrix has no solutions/invers?
 
  • #8
I don't know what an inconsistent matrix is or what you mean by a solution, since there is nowhere an equation to solve.
But it has no inverse, yes. Do you know how to compute a determinant and what it says? If not you should read about it, because it is essential when dealing with matrices.
 
  • #9
fresh_42 said:
I don't know what an inconsistent matrix is or what you mean by a solution, since there is nowhere an equation to solve.
But it has no inverse, yes. Do you know how to compute a determinant and what it says? If not you should read about it, because it is essential when dealing with matrices.

OK, let me find the determinant of below matrix by row 3 expansion.

##
\left(
\begin{array}{rrr}
1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9
\end{array}
\right)
##

##a_{31} = 7, a_{32} = 8, a_{33} = 9##

##C_{31} = (-1)^{3+1}
\left|
\begin{array}{rr}
2 & 3 \\ 5 & 6 \\
\end{array}
\right|
= (-1)^{4}(2.6 - 3.5) = (1)(12 - 15) = (1)(-3) = -3##

##C_{32} = (-1)^{3+2}
\left|
\begin{array}{rr}
1 & 3 \\ 4 & 6 \\
\end{array}
\right|
= (-1)^{5}(1.6 - 3.4) = (-1)(6 - 12) = (-1)(-6) = 6##

##C_{33} = (-1)^{3+3}
\left|
\begin{array}{rr}
1 & 2 \\ 4 & 5 \\
\end{array}
\right|
= (-1)^{6}(1.5 - 2.4) = (1)(5 - 8) = (1)(-3) = -3##

##\det = a_{31}.C_{31} + a_{32}.C_{32} + a_{33}.C_{33}##
##= 7(-3) + 8(6) + 9(-3)##
##= -21 + 48 -27##
##= 0##
 
  • #10
0 is correct.

There are matrices without an inverse, this is one example. And there is a nice relation between the determinant of a matrix and the existence of an inverse matrix.
 
  • #11
askor said:
Next, I do row operation, and what I get is this:

##
\left(
\begin{array}{rrr|rrr}
1 & 2 & 3 & 1 & 0 & 0 \\ 0 & 1 & 2 & \frac{4}{3} & -\frac{1}{3} & 0 \\ 0 & 0 & 0 & -1 & -2 & 1
\end{array}
\right)
##

If your text materials want you to find the inverse of the matrix by row operations, we should investigate what row operations you did.
 
  • #12
Stephen Tashi said:
If your text materials want you to find the inverse of the matrix by row operations, we should investigate what row operations you did.

This the row operation:

##
\left(
\begin{array}{rrr|rrr}
1 & 2 & 3 & 1 & 0 & 0 \\ 4 & 5 & 6 & 0 & 1 & 0 \\ 7 & 8 & 9 & 0 & 0 & 1
\end{array}
\right)
##

R2 - 4R1 and R3 - 7R1

##
\left(
\begin{array}{rrr|rrr}
1 & 2 & 3 & 1 & 0 & 0 \\ 0 & -3 & -6 & -4 & 1 & 0 \\ 0 & -6 & -12 & -7 & 0 & 1
\end{array}
\right)
##

R2 x ##(-\frac{1}{3})##

##
\left(
\begin{array}{rrr|rrr}
1 & 2 & 3 & 1 & 0 & 0 \\ 0 & 1 & 2 & \frac{4}{3} & -\frac{1}{3} & 0 \\ 0 & -6 & -12 & -7 & 0 & 1
\end{array}
\right)
##

R3 + 6R2

##
\left(
\begin{array}{rrr|rrr}
1 & 2 & 3 & 1 & 0 & 0 \\ 0 & 1 & 2 & \frac{4}{3} & -\frac{1}{3} & 0 \\ 0 & 0 & 0 & 1 & -2 & 1
\end{array}
\right)
##

As you can see in the last matrix, the 3rd row has 0 0 0. It means that this matrix is inconsistent.
 
Last edited:
  • #13
Your steps are correct.
 

FAQ: Is the Inverse of this Matrix Possible?

What does it mean for a matrix to be invertible?

A matrix is invertible if it has an inverse matrix, which is a matrix that when multiplied with the original matrix results in the identity matrix (a square matrix with ones on the main diagonal and zeros everywhere else).

How do you determine if a matrix is invertible?

A matrix is invertible if its determinant (a numerical value that can be calculated from the elements of the matrix) is non-zero. If the determinant is zero, the matrix is not invertible.

Can a non-square matrix be invertible?

No, a non-square matrix cannot be invertible because only square matrices have determinants, which is a necessary condition for a matrix to be invertible.

What are the consequences of an invertible matrix?

An invertible matrix has several consequences, including having a unique solution to a system of linear equations, being able to find the inverse matrix to solve equations, and being able to perform matrix operations such as multiplication and division.

Is every invertible matrix also a square matrix?

Yes, every invertible matrix is also a square matrix. However, not all square matrices are invertible. Only square matrices with non-zero determinants are invertible.

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