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8.4 Properties of the Determinant                                                             187


                   Example 103 Let’s compute the determinant of

                                                               
                                                         1 2 3
                                                 M =    4 5 6  
                                                         7 8 9

                   using expansion by minors:



                                                5 6            4 6           4 5
                              det M   = 1 det         − 2 det        + 3 det
                                                8 9            7 9           7 8
                                      = 1(5 · 9 − 8 · 6) − 2(4 · 9 − 7 · 6) + 3(4 · 8 − 7 · 5)

                                      = 0


                                                  1
                   Here, M  −1  does not exist because det M = 0.

                   Example 104 Sometimes the entries of a matrix allow us to simplify the calculation
                                                         
                                                  1 2 3
                   of the determinant. Take N =   4 0 0 . Notice that the second row has many
                                                          
                                                  7 8 9
                   zeros; then we can switch the first and second rows of N before expanding in minors
                   to get:


                                                                       
                                            1 2 3                  4 0 0
                                       det   4 0 0    = − det   1 2 3  
                                            7 8 9                  7 8 9

                                                                   2 3
                                                        = −4 det
                                                                   8 9
                                                        = 24


                                                     Example


                      Since we know how the determinant of a matrix changes when you perform
                   row operations, it is often very beneficial to perform row operations before
                   computing the determinant by brute force.

                     1
                      A fun exercise is to compute the determinant of a 4 × 4 matrix filled in order, from
                   left to right, with the numbers 1, 2, 3, . . . , 16. What do you observe? Try the same for a
                   5 × 5 matrix with 1, 2, 3, . . . , 25. Is there a pattern? Can you explain it?


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