For a determinant of a matrix to be zero, is it always necessary that atleast one row of a matrix should be a constant multiple of another?
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This is not correct. Look at $$\begin{pmatrix}1&0&0\\0&1&0\\1&1&0\end{pmatrix}$$
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Determinant is zero if and only if the rows are linearly dependent. This means that one of the rows is linear combination of the remaining ones. The same is true for columns.
For various conditions equivalent to $\det(A)\ne0$ see: Invertible matrix.
Martin Sleziak
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