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308    CHAPTER 10  Systems of Linear Differential Equations

                                 and
                                                                 √          √
                                                            −t
                                                           e [sin( 3t)U + cos( 3t)V].
                                 In terms of these solutions, a fundamental matrix is
                                                               √                           √
                                           ⎛  2t          −t                          −t              ⎞
                                             e           e cos( 3t)                  e sin( 3t)
                                                        √        √                   √       √
                                                                                        −t
                                                            −t
                                      (t) =  ⎝  0      2 3e sin( 3t)              −2 3e cos( 3t)      ⎠  .
                                                          √     √     √         √      √         √
                                                  −t
                                                                              −t
                                             0   e [−3cos( 3t) −  3sin( 3t)] e [ 3cos( 3t) − 3sin( 3t)]
                                 The general solution is X(t) =  (t)C.
                                 10.2.2  Solution When A Does Not Have n Linearly Independent Eigenvectors
                                 Two examples will give us a sense of how to proceed when A does not have n linearly
                                 independent eigenvectors.

                         EXAMPLE 10.10
                                 We will solve X = AX when


                                                                      1   3
                                                                A =          .
                                                                     −3   7
                                 A has eigenvalues 4,4, and all eigenvectors have the form

                                                                       1
                                                                    α
                                                                       1
                                 with α  = 0. A does not have two linearly independent eigenvectors. One solution is

                                                                        1   4t
                                                                  1 (t) =  e .
                                                                        1
                                 We need a second, linearly independent solution. Let

                                                                        1
                                                                   E 1 =
                                                                        1
                                 and attempt a second solution of the form
                                                                        4t
                                                                              4t
                                                                2 (t) = E 1 te + E 2 e ,
                                 in which E 2 is a 2× 1 constant matrix to be determined. For   2 (t) to be a solution, we must have
                                   (t) = A  2 (t). This is the equation

                                  2
                                                                       4t
                                                                               4t
                                                         4t
                                                                                       4t
                                                               4t
                                                     E 1 [e + 4te ]+ 4E 2 e = AE 1 te + AE 2 e .
                                             4t
                                 Divide this by e to get
                                                          E 1 + 4tE 1 + 4E 2 = AE 1 t + AE 2 .
                                 But AE 1 = 4E 1 , so the terms involving t cancel, leaving
                                                                AE 2 − 4E 2 = E 1
                                 or
                                                                (A − 4I 2 )E 2 = E 1 .
                                 If

                                                                        a
                                                                  E 2 =    ,
                                                                        b


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                                   October 14, 2010  20:32  THM/NEIL   Page-308        27410_10_ch10_p295-342
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