Question Details

Which one of the following matrices has an inverse?

Options

A

[ 1 4 8 0 4 2 0.5 2 4 ]

B

[ 1 2 3 2 4 6 3 2 9 ]

C

[ 1 4 8 0 4 2 1 2 4 ]

D

[ 1 4 8 0 4 2 3 12 24 ]

Show Answer

Correct Answer :

Option C

[ 1 4 8 0 4 2 1 2 4 ]

Solution :

The correct option is:
[ 1 4 8 0 4 2 1 2 4 ]

Underlying Concept:
A square matrix has an inverse (is invertible or non-singular) if and only if its determinant is non-zero. If the determinant of a matrix is equal to zero, the matrix is singular and does not have an inverse.

Let us evaluate the determinant of the correct option to verify that it is non-zero. Let the matrix be defined as:
A = [ 1 4 8 0 4 2 1 2 4 ]

We calculate the determinant of matrix A, denoted as det(A) or |A|, by expanding along the first column (which contains a convenient zero):
| A | = 1 â‹… | 4 2 2 4 | - 0 â‹… | 4 8 2 4 | + 1 â‹… | 4 8 4 2 |

Now, we calculate the determinants of the 2Ă—2 submatrices:
1. For the first term:
| 4 2 2 4 | = ( 4 â‹… 4 ) - ( 2 â‹… 2 ) = 16 - 4 = 12

2. For the third term:
| 4 8 4 2 | = ( 4 â‹… 2 ) - ( 8 â‹… 4 ) = 8 - 32 = - 24

Substituting these values back into the determinant expression:
| A | = 1 â‹… ( 12 ) - 0 + 1 â‹… ( - 24 ) = 12 - 24 = - 12

Since |A|=-12≠0, this matrix has a non-zero determinant, which guarantees that it is invertible (has an inverse).

Why the other options do not have an inverse:
Let's analyze why the other options have a determinant of zero:
1. First Option:
[ 1 4 8 0 4 2 0.5 2 4 ]
Notice that Row 3 [0.5,2,4] is exactly half of Row 1 [1,4,8]. Since the rows are linearly dependent, the determinant is 0.

2. Second Option:
[ 1 2 3 2 4 6 3 2 9 ]
Here, Row 2 [2,4,6] is exactly twice Row 1 [1,2,3]. Thus, the rows are linearly dependent, and the determinant is 0.

3. Fourth Option:
[ 1 4 8 0 4 2 3 12 24 ]
In this matrix, Row 3 [3,12,24] is exactly three times Row 1 [1,4,8]. Hence, the rows are linearly dependent, and the determinant is 0.

Therefore, the only matrix that does not have linearly dependent rows, and consequently has a non-zero determinant and a well-defined inverse, is the third option.

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