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170                                                                                 Determinants




















                                 Figure 8.1: Memorize the determinant formula for a 2×2 matrix!




                                                                      2
                                                                   1
                                                              2
                                                           1
                                                        m m − m m 6= 0 .
                                                           1
                                                              2
                                                                      1
                                                                   2
                            For 2 × 2 matrices, this quantity is called the determinant of M.
                                                             1    1
                                                            m    m
                                                                                   1
                                                                             2
                                                                                      2
                                                                          1
                                             det M = det      1    2  = m m − m m .
                                                            m 2  m 2      1  2     2  1
                                                              1    2
                            Example 101 For a 3 × 3 matrix,
                                                               1    1    1 
                                                              m    m    m
                                                                1    2    3
                                                                          2
                                                       M = m   2 1  m 2  m  ,
                                                            
                                                                           
                                                                     2
                                                                          3
                                                              m 3 1  m 3  m 3 3
                                                                     2
                            then—see review question 1—M is non-singular if and only if:
                                                                                                 2
                                                                  3
                                                                                   1
                                                                              3
                                                                           2
                                                                        1
                                                                                      2
                                      1
                                            3
                                                             1
                                                                                              1
                                         2
                                                                                         3
                                                                                                    3
                                                       3
                                                                2
                                                 1
                                                    2
                            det M = m m m − m m m + m m m − m m m + m m m − m m m 6= 0.
                                      1  2  3    1  3  2     2  3  1    2  1  3    3  1  2    3  2  1
                            Notice that in the subscripts, each ordering of the numbers 1, 2, and 3 occurs exactly
                            once. Each of these is a permutation of the set {1, 2, 3}.
                            8.1.2    Permutations
                            Consider n objects labeled 1 through n and shuffle them. Each possible shuf-
                            fle is called a permutation. For example, here is an example of a permutation
                            of 1–5:

                                                              1 2 3 4 5
                                                        σ =
                                                              4 2 5 1 3
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