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Remark As illustrated by the first equation in Table 1, part (a) of Theorem 2.2.3 enables us to bring a “common factor” from any
row(or column) through the determinant sign.
Elementary Matrices
Recall that an elementary matrix results from performing a single elementary row operation on an identity matrix; thus, if we let
in Theorem 2.2.3 [so that we have ], then the matrix B is an elementary matrix, and the theorem yields the
following result about determinants of elementary matrices.
THEOREM 2.2.4
Let be an elementary matrix. .
(a) If results from multiplying a row of by , then
(b) If results from interchanging two rows of , then .
(c) If results from adding a multiple of one row of to another, then .
EXAMPLE 2 Determinants of Elementary Matrices
The following determinants of elementary matrices, which are evaluated by inspection, illustrate Theorem 2.2.4.
Matrices with Proportional Rows or Columns
If a square matrix A has two proportional rows, then a row of zeros can be introduced by adding a suitable multiple of one of the rows
to the other. Similarly for columns. But adding a multiple of one row or column to another does not change the determinant, so from
Theorem 2.2.1, we must have . This proves the following theorem.
THEOREM 2.2.5
If A is a square matrix with two proportional rows or two proportional columns, then .
EXAMPLE 3 Introducing Zero Rows

