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142                        5.  Numerical  Methods  for  Model  Hyperbolic  Equations



                                         A =                               (5.1.5a)
                                              dQ
         The  term  A  is  called  the  Jacobian  matrix  of  the  flux  vector  E.  For  Q  and  E
         defined  by  Eqs.  (5.1.3),  A  is  given  by

                                        dei   dei   dei
                                        dqi   dq 2  dqs
                                        de2   de2  de2
                                  A  =                                    (5.1.5b)
                                        dqi   dq 2  dqs
                                        des   des   des
                                        dqi   dq 2  dqs
                     3m  5.5)

                             0                   1             0
                                u 2
                                              (3 -  j)u      7 - 1
                A  =     ( 7 " 3 ) y                                       (5.1.5c)
                                    uE
                      /   i\  S    l t                        JU
                      (7  -  l)u        - o ( 7 - l ) ^  + - —
                                                        p
                                          z
                                   Q
         for  a  perfect  gas.
            In  the  solution  of  hyperbolic  equations  (as  well  as  parabolic  and  elliptic
        equations)  it  is important  to determine  the  direction  and  velocities  of the  prop-
         agation  of information  in the  flowfield  so that  the  numerical  scheme  is  consistent
        with  the  physics  of the  flow.  A  general  method  for  accomplishing  this  objective
         is to  examine  the  eigenvalues  of  the  Jacobian  matrix.  For  the  one-dimensional
         Euler  equation  given  by  Eq.  (5.1.4),  these  can  be  obtained  from

                                       \A-\I\   =0                         (5.1.6)
         Here  I  is the  identity  matrix  and  A is, by  definition,  an  eigenvalue  of the  matrix
         A.  With  A  given by Eq.  (5.1.5c), the determinant  in Eq.  (5.1.6)  can  be  expressed
         as  a  cubic  equation  in  terms  of the  unknown  A,
             -A{[(3- 7 )-A](7«-A)-(7-      1)[  3 ( 7 - V +  7^/2]}
                                                                           (5.1.7)
                  -  {(7 -  3)£( 7 «  -  A)  -  ( 7  -  1)[(7 "  I K  -  -yuEt/g]}  = 0

         The  three  solutions  for  A, with  c denoting  the  speed  of  sound,
                                                 1 / 2       1/2
                          c = [ ( i - 7 ) 7 ( ^ - ^ / e ) ]  =  [7P/e]
         are  given  by

                                        Ai  =  u                          (5.1.8a)
                                        A2  =  u  +  c                    (5.1.8b)
                                        A3  =  u  —  c                    (5.1.8c)
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