Page 399 - 35Linear Algebra
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G.7 Determinants                                                                              399




                                                                           
                                               1
                                                 .                         
                                                   .
                                                                           
                                                    .
                                                                           
                                                        1        λ
                                                                           
                                                                           
                                       i
                                     S (λ) =               . .             
                                       j
                                             
                                                                            
                                                             .             
                                                                  1
                                                                           
                                                                           
                                                                           
                                                                     .
                                                                      .
                                                                           
                                                                       .
                                                                           
                                                                           1
                   So to calculate their determinants, we just have to apply the above list
                   of what happens to the determinant of a matrix under row operations to the
                   determinant of the identity. This yields
                                                                        i
                                        i
                                                       i
                                   det E = −1 ,    det R (λ) = λ ,  det S (λ) = 1 .
                                                                        j
                                       j
                   Determinants and Inverses
                   Lets figure out the relationship between determinants and invertibility. If
                   we have a system of equations Mx = b and we have the inverse M  −1  then if we
                   multiply on both sides we get x = M  −1 Mx = M −1 b. If the inverse exists we
                   can solve for x and get a solution that looks like a point.
                      So what could go wrong when we want solve a system of equations and get a
                   solution that looks like a point? Something would go wrong if we didn’t have
                   enough equations for example if we were just given
                                                      x + y = 1
                   or maybe, to make this a square matrix M we could write this as
                                                      x + y = 1
                                                         0 = 0


                                                      1  1
                   The matrix for this would be M =         and det(M) = 0. When we compute the
                                                      0  0
                   determinant, this row of all zeros gets multiplied in every term. If instead
                   we were given redundant equations


                                                       x + y = 1
                                                     2x + 2y = 2


                                                        1  1
                   The matrix for this would be M =           and det(M) = 0. But we know that
                                                        2  2
                   with an elementary row operation, we could replace the second row with a row

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