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158                        5.  Numerical  Methods  for  Model  Hyperbolic  Equations





























         (c)                 i              (d)

         Fig.  5.2.  Two-dimensional  finite-volume  mesh systems,  (a)  Cell centered structured  finite-
         volume  mesh;  (b)  cell vertex structured  finite-volume  mesh;  (c)  cell centered  unstructured
         finite-volume  mesh;  (d)  cell vertex  unstructured  finite-volume  mesh.


         kinds  of  meshes  corresponding  to  structured  and  unstructured  meshes,  shown
         in  Fig.  5.2,  can  be  used  for  this  purpose.  The  structured  meshes  refer  to  the
         type  of  meshes  (Fig.  5.2a,b)  where  all  mesh  points  lie  on  the  intersection  of
         two  (or  three)  families  of  lines.  The  unstructured  meshes  are  those  formed  by
         combinations  of  triangular  (Fig.  5.2c,d)  and  quadrilateral  cells  (or  tetrahedra
         and pyramids  in three dimensions)  and the mesh points cannot  be identified  with
         coordinate  lines. Therefore,  they  cannot  be represented  by  a set  of integers  such
         as i, j  but  must  be numbered  individually  in  a certain  order.  For this reason,  the
         use  of unstructured  meshes require  more computer  memory  and  computer  time.
         While they  are more suitable  for  complex  geometries, the  structured  meshes  are
         efficient  to  use  for  simpler  geometries.
            The generation  of structured  meshes or grids will be considered  in Chapter  9.
         This  section  considers  the  structured  grid  shown  in  Fig.  5.2a  and  describes  the
         numerical  solution  of Eq.  (2.2.24)  with the  finite-volume  approach.  The  purpose
         of the  indices  i, j  here  is different  from  the  purpose  of  indices  used  in the  finite-
         difference  methods.  There  they  refer  to  a  series  of  discrete  grid  points,  while
         indices  in  Fig.  5.2a  serve  to  identify  specific  cells  and  do  not  coincide  with  any
         fixed  points  in  space.  The  points  A,  B,  C  and  D,  on  the  other  hand,  represent
         fixed  points  in  space,  specifying  the  location  of the  vertices  of the  cell  denoted
         by  (i,j).
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