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Linear Algebra




                    Notes          or     c  c  0
                                           1  3
                                          c  0
                                           1
                                          c  2  0
                                          c  4c  2c  0
                                           2   3   4
                                   So we get  c  0
                                            1
                                          c  2  0

                                          c  0
                                           3
                                          c  0
                                           4
                                                            '
                                                                 '
                                                              '
                                   Thus the four set of vectors   '  , , ,  are independent. Let P be a matrix such that
                                                          1  2  3  4
                                            '
                                            1      1
                                            '
                                            2   P  2
                                             '
                                            3      3
                                            '      4
                                            4
                                              1,0,0,0
                                           1
                                              0,1,0,0
                                   where   2
                                           3  0,0,1,0
                                              0,0,0,1
                                           4

                                              1 1 0 0
                                              0 0 1 1
                                   So     P   1 0 0 4
                                              0 0 0 2

                                   Let P = –2, so, P is non-singular and invertible.

                                               0 0 1    2
                                               1 0 1   2
                                           P  1
                                               0 1 0  1/2
                                               0 0 0 1/2

                                                  '
                                   Thus       '  – 2 ,  '  –  '  2  '
                                           1  3   4  2  1  3   4
                                              '  –  '  ,  '
                                           3  2  4/2  4  4/2  is the answer.

                                          Example 3: Let V be the vector space over the complex numbers of all functions from R
                                   into  C  i.e.  the  space  of  all  complex-valued  functions  on  the  real  line.  Let
                                   f x   1, f x  e  ix  , f  3  x  e  1x .
                                           2
                                    1
                                                   f
                                   (a)  Prove that f  , , f 3 are linearly independent.
                                                 1  2




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