In this problem, i'm thinking of divide this into 2 cases, which are 'the matrix is LI' and 'the matrix is not LI'. If the matrix is not LI, then we have its determinant is zero, so i only consider the second case.
So im thinking that, with a diagonal matrix of order 3 such as below:
\begin{bmatrix}1&0&0\\0&1&0\\0&0&1\end{bmatrix}
With only 2 types of elementary row operation are:
- Multiply a row by -1 or 1.
- Add 1 time or -1 time a row to another.
I can generate any matrix of order 3 that satisfy given requirements. With the determinant of the new matrix is either 1 or -1 time the diagonal matrix. With that i conclude that its determinant will have the minimum of -1. But this just feel so wrong.
I really appreciate any help.
After an exhaustive search, it seems that the minimal possible determinant is $-4$. One matrix for which this minimum is attained is $$ A = \left(\begin{array}{ccc} -1 & -1 & -1\\ -1 & -1 & 1\\ 1 & -1 & -1 \end{array}\right). $$ Here is the Matlab code with which I arrived at this answer.