Page 380 - A Course in Linear Algebra with Applications
P. 380

364                  Chapter  Nine:  Advanced  Topics


            as  in  Example  8.3.3.  However  this  method  can  be  laborious
           for  large  n  and  Jordan  form  provides  a  simpler  alternative
           method.
                Returning   to the system  Y'  =  AY,  we know that  there  is
                                                         1
            a  non-singular  matrix  S  such  that  N  =  S~ AS  is  in  Jordan
            normal  form:  say
                                          0
                                                     0
                             7V =

                                          0         jj
            Here  Ji  is  a  Jordan  block,  say  with  di  on  the  diagonal.  Of
                                                                         1
            course  the  di  are  the  eigenvalues  of  A.  Now  put  U  =  S~~ Y,
            so that  the  system  Y'  —  AY  becomes  (SU)'  =  ASU,  or
                                       U'  =  NU,

                          1
            since  N  =  S~ AS.  To  solve this  system  of  differential  equa-
            tions  it  is plainly  sufficient  to  solve the  subsystems  U[ =  JiUi
                    1
            for  i  — ,..., k  where  Ui  is the  column  of  entries  of  U  corre-
            sponding  to  the  block  Ji  in  N.
                This  observation  effectively  reduces  the  problem  to  one
            in  which  the  coefficient  matrix  is  a  Jordan  block,  let  us  say
                                 (d    1  0   •••   0  0^
                                   0   d   1  •••   0  0
                            A  =
                                       0  0        d  1
                                  \o  0  0          0  d)
                 Now  the  equations  in  the  corresponding  system  have  a
            much  simpler  form  than  in the  general  triangular  case:
                                 du\   +  u 2
                                         du 2  +  u 3


                                                      du n.
                       u.                                      \- u r
                                                                du r
                       u r
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