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<font size="5" color="#ff0033">2.4  The Sparse Matrix Abstract Data Type</font>

<font color="#0000FF"> <i>Sparse Matrix</i></font>  ------a matrix which contains many zero entries
   
<font color="#0033CC">DEFINITION</font>
_____________________________________________________
structure <font color="#CC0033"><font face="Arial, Helvetica, sans-serif" color="#FF0000">Sparse_Matrix</font></font> is
  <font color="#0033CC"> object: </font>a set of triples,<font color="#0033CC"> <i>&lt;row,column, value&gt;</i>,</font> where<i><font color="#FF0033"> row</font></i> and 
                 <i><font color="#FF0033">column</font></i>  are integers and form a unique combination, 
                 and <i><font color="#FF0033">value</font></i>  comes from  the set item.
  <font color="#0033CC"> function:</font> 
                for all<i> a, b</i> <img src="image/Image4.gif" width="13" height="13"><font size="3"> Sparse_Matrix</font>, <i>x </i></font><font face="Arial Black"><b><font face="Arial" size="4"><img src="image/Image4.gif" width="13" height="13"></font></b></font><font face="Arial" size="4">  item, 
                          <i>  i, j, max_col, max_row</i><img src="image/Image4.gif" width="13" height="13">   index

  <font color="#FF0099"> Sparse_Matrix Create(<i>max_row, max_col</i>)   </font> ::=
                                  return a <font color="#000000" size="3">Sparse_Matrix</font> that can hold up to 
                                  <font color="#0033CC" face="Arial, Helvetica, sans-serif"><i>max_item = max_row*max_col</i></font> and whose
                                  maximum row size is max_row and whose 
                                  maximum column size is max_col.
  <font color="#FF0099">  Sparse_Matrix Transpose( a)   </font>  ::=
                                 return the matrix produced by interchanging
                                 the <i><font color="#0033CC">row</font> </i>and <i><font color="#0033CC">column</font></i> value of every triple.
<font color="#FF0099">   Sparse_Matrix Add(a, b)</font>     ::=
                                if the dimensions of a and b are the same
                                   return the matrix produced by adding
                                   corresponding items, namely those with 
                                   identical row and column value.
                               else return error
   <font color="#FF0099">Sparse_Matrix Multiply (a, b</font></font><font face="Arial Black" color="#FF0099"><b><font face="Arial" size="4">)</font></b></font><font face="Arial" size="4" color="#FF0099"> </font><font face="Arial" size="4">  ::=
                               if number of <i><font color="#0033CC">column</font></i><font color="#0033CC"> </font>in <font face="Arial, Helvetica, sans-serif" color="#FF0000">a</font> equals number of <i><font color="#0033CC">row</font></i><font color="#0033CC"> </font>in <font face="Arial, Helvetica, sans-serif" color="#FF0000">b</font>
                                  return the matrix<font color="#FF0033"><i> d</i></font> produced by multiplying <font face="Arial, Helvetica, sans-serif" color="#FF0000">a</font> by <font face="Arial, Helvetica, sans-serif" color="#FF0000">b</font><i> </i>
                                               according to the formula: 
                                              <font color="#0033CC"> d [i][j] = </font><font face="Arial Black"><b><font face="Arial" size="4"><font color="#0033CC"><img src="image/sum0.gif" width="20" height="24"></font></font></b></font><font color="#0033CC"> (a[i][k]·b[k][j]) </font>where d <i>(i, j) </i>
                                               is the <i>(i, j)</i>th element
                              else return error.
end <font color="#FF0033">Sparse_Matrix</font>
__________________________________________________________</font></b>

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