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Answers to Selected Problems  823


                            Section 7.9 LU Factorization
                                   ⎛             ⎞       ⎛            ⎞
                                    2   4    −6            1    0    0
                             1. U = ⎝ 0  −14  25 ⎠ and L = ⎝ 4  1    0 ⎠
                                    0   0   136/7          −2  −6/7  1
                                   ⎛             ⎞        ⎛           ⎞
                                    −2   1    12            1    0   0
                             3. U = ⎝ 0  −5   13 ⎠ and L = ⎝ −1  1   0 ⎠
                                     0   0   119/5         −1  −3/5  1
                                   ⎛                           ⎞       ⎛                     ⎞
                                    1   4    2     −1      4              1    0       0    0
                                   ⎜0  −5    2     0       0   ⎟       ⎜ 1     1       0    0⎟
                                    0   0  88/5    4       6   ⎠ and L = ⎝ −2  −14/5   1    0 ⎠
                             5. U = ⎝
                                    0   0    0   195/22  −691/44          4   14/5  −63/88  1
                             7. First obtain
                                                          ⎛           ⎞       ⎛            ⎞
                                                           4   4    2            1    0   0
                                                      U = ⎝ 0  −2  5/2 ⎠ and L = ⎝ 1/4  1  0 ⎠ .
                                                           0   0  21/4          1/4  −3/2  1
                                Solve
                                                                 ⎛ ⎞            ⎛    ⎞
                                                                  1                1
                                                             LY = ⎝ 0 ⎠ to obtain Y = ⎝ −1/4 ⎠ .
                                                                  1               3/8
                                Solve UX = Y to obtain
                                                                        ⎛    ⎞
                                                                           0
                                                                     X = ⎝ 3/14 ⎠ .
                                                                          1/4
                             9.
                                                       ⎛                 ⎞       ⎛            ⎞
                                                         −1  1   1     6           1    0    0
                                                    U = ⎝ 0  3   2    16 ⎠ and L = ⎝ −2  1   0 ⎠ .
                                                          0  0  17/3  52/3        −1   −1/3  1
                                                                               ⎛      ⎞  ⎛     ⎞
                                                                 ⎛    ⎞            1        0
                                                                    2
                                                                                               ⎠ .
                                                                               ⎜ 28/3 ⎟  ⎜−5/3⎟
                                                                                 26/3  ⎠ + ⎝ −1/3
                                Solve LY = B and then UX = Y to obtain Y = ⎝ 5 ⎠ and X = α ⎝
                                                                  29/3
                                                                                 −17/6     2/3
                            11.
                                                      6  1    −1    3            1     0    0   0
                                                    ⎛                 ⎞       ⎛                  ⎞
                                                    ⎜0  4/3  5/3    3 ⎟       ⎜ 2/3    1    0   0⎟
                                                      0  0   13/4  13/4 ⎠ and L = ⎝ −2/3  5/4  1  0 ⎠ .
                                                 U = ⎝
                                                      0  0    0     5            1/3  −1   4/13  1
                                                                    4            −263/130
                                                                 ⎛     ⎞       ⎛        ⎞
                                                                                        ⎠ .
                                                                 ⎜ 28/3 ⎟      ⎜ 537/65 ⎟
                                                                    −7  ⎠ and X = ⎝  −233/65
                                Solve LY = B and then UX = Y to obtain Y = ⎝
                                                                  43/13           93/65
                            Section 7.10 Matrices and Linear Transformations
                             1. T is linear and T(1,0,0) = (3,1,0), T(0,1,0) = (0,−1,0), and T(0,0,1) = (0,0,2), so
                                                                      ⎛         ⎞
                                                                        3  0   0
                                                                  A T = ⎝ 1  −1  0 ⎠ .
                                                                        0  0   2
                                T is onto and one-to-one because A T has rank 3 one-to-one. The null space of T has dimension
                                m − rankA T = 3 − 3 = 0.
                             3. Nonlinear (because of the 2xy term)




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                                   October 14, 2010  17:50  THM/NEIL    Page-823        27410_25_Ans_p801-866
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