Theorem: Effects of Row and Column Operations on Determinants

For any square matrix :

  • Swapping two rows or two columns changes the algebraic sign of ‘s determinant.

  • Multiplying a single row or a single column by results in ‘s determinant being multiplied by .

  • Adding a non-zero multiple of one row or column to another row or column has no effect on ‘s determinant.