Page 175 - 35Linear Algebra
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8.2 Elementary Matrices and Determinants                                                      175


                   8.2.1    Row Swap

                   Our first elementary matrix swaps rows i and j when it is applied to a matrix
                                                                                         0
                                        1
                                                    n
                   M. Explicitly, let R through R denote the rows of M, and let M be the
                                                                            0
                   matrix M with rows i and j swapped. Then M and M can be regarded as
                   a block matrices (where the blocks are rows);
                                                  . . .               . . .
                                                                     
                                                   i                  j
                                                                     
                                               R                 R 
                                                 .          0      .  
                                        M =    .     and M =     .    .
                                               .                 . 
                                                 R                   R
                                                 j                  i 
                                                                     
                                                  . . .               . . .
                   Then notice that
                                                                              
                                                 1
                                                                                .
                                        .
                                     .           . . .                   . 
                                     .                                   . 
                                        j                0       1               i
                                                                              
                                     R                                   R 
                                0
                              M =      .    =            . . .             .    .
                                               
                                     . 
                                                                            . 
                                     .                                   . 
                                                         1       0
                                       i                                    j 
                                     R                                   R 
                                        .                                       .
                                                                 . .          
                                        .                             .         .
                                     .                                   . 
                                                                         1
                   The matrix
                                                                  
                                          1
                                             .
                                             .  .                 
                                                                  
                                                  0       1
                                                                  
                                                                  
                                                     .                     i
                                                                  
                                                     . .            =: E j
                                                                  
                                                  1       0
                                                                  
                                                                  
                                                            . .   
                                                              .   
                                                                  1
                                                                                          i
                   is just the identity matrix with rows i and j swapped. The matrix E is an
                                                                                          j
                   elementary matrix and
                                                      0
                                                            i
                                                   M = E M .
                                                           j
                   Because det I = 1 and swapping a pair of rows changes the sign of the
                   determinant, we have found that
                                                        i
                                                   det E = −1 .
                                                        j
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