Which one of the following matrices has an inverse?
Correct Answer :
Solution :
The correct option is:
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:
We calculate the determinant of matrix , denoted as or , by expanding along the first column (which contains a convenient zero):
Now, we calculate the determinants of the submatrices:
1. For the first term:
2. For the third term:
Substituting these values back into the determinant expression:
Since , 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:
Notice that Row 3 is exactly half of Row 1 . Since the rows are linearly dependent, the determinant is .
2. Second Option:
Here, Row 2 is exactly twice Row 1 . Thus, the rows are linearly dependent, and the determinant is .
3. Fourth Option:
In this matrix, Row 3 is exactly three times Row 1 . Hence, the rows are linearly dependent, and the determinant is .
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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