Theoretical Paper
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Practical Paper
Industrial Training
Program to multiply two sparse matrices
/* Program to multiply two sparse matrices */
#include <stdio.h>
                      #include <conio.h>
                      #include <alloc.h>
#define MAX1 3
                      #define MAX2 3
                      #define MAXSIZE 20
#define TRUE 1
                      #define FALSE 2
struct sparse
                      {
                      int *sp ;
                      int row ;
                      int *result ;
                      } ;
void initsparse ( struct sparse * ) ;
                      void create_array ( struct sparse * ) ;
                      int count ( struct sparse ) ;
                      void display ( struct sparse ) ;
                      void create_tuple ( struct sparse*, struct sparse ) ;
                      void display_tuple ( struct sparse ) ;
                      void prodmat ( struct sparse *, struct sparse, struct sparse ) ;
                      void searchina ( int *sp, int ii, int*p, int*flag ) ;
                      void searchinb ( int *sp, int jj, int colofa, int*p, int*flag ) ;
                      void display_result ( struct sparse ) ;
                      void delsparse ( struct sparse * ) ;
void main( )
                      {
                      struct sparse s[5] ;
                      int i ;
clrscr( ) ;
 for ( i = 0 ; i <= 3 ; i++ )
                      initsparse ( &s[i] ) ;
create_array ( &s[0] ) ;
 create_tuple ( &s[1], s[0] ) ;
                      display_tuple ( s[1] ) ;
create_array ( &s[2] ) ;
 create_tuple ( &s[3], s[2] ) ;
                      display_tuple ( s[3] ) ;
prodmat ( &s[4], s[1], s[3] ) ;
 printf ( "\nResult of multiplication of two matrices: " ) ;
                      display_result ( s[4] ) ;
 for ( i = 0 ; i <= 3 ; i++ )
                      delsparse ( &s[i] ) ;
 getch( ) ;
                      }
/* initialises elements of structure */
                      void initsparse ( struct sparse *p )
                      {
                      p -> sp = NULL ;
                      p -> result = NULL ;
                      }
/* dynamically creates the matrix */
                      void create_array ( struct sparse *p )
                      {
                      int n, i ;
 /* allocate memory */
                      p -> sp = ( int * ) malloc ( MAX1 * MAX2 * sizeof ( int ) ) ;
 /* add elements to the array */
                      for ( i = 0 ; i < MAX1 * MAX2 ; i++ )
                      {
                      printf ( "Enter element no. %d: ", i ) ;
                      scanf ( "%d", &n ) ;
                      * ( p -> sp + i ) = n ;
                      }
                      }
/* displays the contents of the matrix */
                      void display ( struct sparse s )
                      {
                      int i ;
 /* traverses the entire matrix */
                      for ( i = 0 ; i < MAX1 * MAX2 ; i++ )
                      {
                      /* positions the cursor to the new line for every new row */
                      if ( i % 3 == 0 )
                      printf ( "\n" ) ;
                      printf ( "%d\t", * ( s.sp + i ) ) ;
                      }
                      }
/* counts the number of non-zero elements */
                      int count ( struct sparse s )
                      {
                      int cnt = 0, i ;
 for ( i = 0 ; i < MAX1 * MAX2 ; i++ )
                      {
                      if ( * ( s.sp + i ) != 0 )
                      cnt++ ;
                      }
                      return cnt ;
                      }
/* creates an array that stores information about non-zero elements */
                      void create_tuple ( struct sparse *p, struct sparse s )
                      {
                      int r = 0 , c = -1, l = -1, i ;
 /* get the total number of non-zero elements */
                      p -> row = count ( s ) + 1 ;
 /* allocate memory */
                      p -> sp = ( int * ) malloc ( p -> row * 3 * sizeof ( int ) ) ;
 /* store information about
                      total no. of rows, cols, and non-zero values */
                      * ( p -> sp + 0 ) = MAX1 ;
                      * ( p -> sp + 1 ) = MAX2 ;
                      * ( p -> sp + 2 ) = p -> row - 1 ;
l = 2 ;
 /* scan the array and store info. about non-zero values
                      in the 3-tuple */
                      for ( i = 0 ; i < MAX1 * MAX2 ; i++ )
                      {
                      c++ ;
 /* sets the row and column values */
                      if ( ( ( i % 3 ) == 0 ) && ( i != 0 ) )
                      {
                      r++ ;
                      c = 0 ;
                      }
 /* checks for non-zero element,
                      row, column and non-zero value
                      is assigned to the matrix */
                      if ( * ( s.sp + i ) != 0 )
                      {
                      l++ ;
                      * ( p -> sp + l ) = r ;
                      l++ ;
                      * ( p -> sp + l ) = c ;
                      l++ ;
                      * ( p -> sp + l ) = * ( s.sp + i ) ;
                      }
                      }
                      }
/* displays the contents of the matrix */
                      void display_tuple ( struct sparse s )
                      {
                      int i, j ;
 /* traverses the entire matrix */
                      printf ( "\nElements in a 3-tuple: " ) ;
j = ( * ( s.sp + 2 ) * 3 ) + 3 ;
 for ( i = 0 ; i < j ; i++ )
                      {
                      /* positions the cursor to the new line for every new row */
                      if ( i % 3 == 0 )
                      printf ( "\n" ) ;
                      printf ( "%d\t", * ( s.sp + i ) ) ;
                      }
                      printf ( "\n" ) ;
                      }
/* performs multiplication of sparse matrices */
                      void prodmat ( struct sparse *p, struct sparse a, struct sparse b )
                      {
                      int sum, k, position, posi, flaga, flagb, i , j ;
                      k = 1 ;
p -> result = ( int * ) malloc ( MAXSIZE * 3 * sizeof ( int ) ) ;
 for ( i = 0 ; i < * ( a.sp + 0 * 3 + 0 ) ; i++ )
                      {
                      for ( j = 0 ; j < * ( b.sp + 0 * 3 + 1 ) ; j++  )
                      {
                      /* search if an element present at ith row */
                      searchina ( a.sp, i, &position, &flaga ) ;
                      if ( flaga == TRUE )
                      {
                      sum = 0 ;
 /* run loop till there are element at ith row
                      in first 3-tuple */
                      while ( * ( a.sp + position * 3 + 0 ) == i )
                      {
                      /* search if an element present at ith col.
                      in second 3-tuple */
                      searchinb ( b.sp, j, * ( a.sp + position * 3 + 1 ),
  &posi, &flagb ) ;
 /* if found then multiply */
                      if ( flagb == TRUE )
                      sum = sum + * ( a.sp + position * 3 + 2 ) *
                      * ( b.sp + posi * 3 + 2 ) ;
                      position = position + 1 ;
                      }
 /* add result */
                      if ( sum != 0 )
                      {
                      * ( p -> result + k * 3 + 0 ) = i ;
                      * ( p -> result + k * 3 + 1 ) = j ;
                      * ( p -> result + k * 3 + 2 ) = sum ;
                      k = k + 1 ;
                      }
                      }
                      }
                      }
 /* add total no. of rows, cols and non-zero values */
                      * ( p -> result + 0 * 3 + 0 ) = * ( a.sp + 0 * 3 + 0 ) ;
                      * ( p -> result + 0 * 3 + 1 ) = * ( b.sp + 0 * 3 + 1 ) ;
                      * ( p -> result + 0 * 3 + 2 ) = k - 1 ;
                      }
/* searches if an element present at iith row */
                      void searchina ( int *sp, int ii, int *p, int *flag )
                      {
                      int j ;
                      *flag = FALSE ;
                      for ( j = 1 ; j <= * ( sp + 0 * 3 + 2 ) ; j++ )
                      {
                      if ( * ( sp + j * 3 + 0 ) == ii )
                      {
                      *p = j ;
                      *flag = TRUE ;
                      return ;
                      }
                      }
                      }
/* searches if an element where col. of first 3-tuple
                      is equal to row of second 3-tuple */
                      void searchinb ( int *sp, int jj, int colofa, int *p, int *flag )
                      {
                      int j ;
                      *flag = FALSE ;
                      for ( j = 1 ; j <= * ( sp + 0 * 3 + 2 ) ; j++ )
                      {
                      if ( * ( sp + j * 3 + 1 ) == jj && * ( sp + j * 3 + 0 ) == colofa )
                      {
                      *p = j ;
                      *flag = TRUE ;
                      return ;
                      }
                      }
                      }
/* displays the contents of the matrix */
                      void display_result ( struct sparse s )
                      {
                      int i ;
 /* traverses the entire matrix */
                      for ( i = 0 ; i < ( * ( s.result + 0 + 2 ) + 1 ) * 3 ; i++ )
                      {
                      /* positions the cursor to the new line for every new row */
                      if ( i % 3 == 0 )
                      printf ( "\n" ) ;
                      printf ( "%d\t", * ( s.result + i ) ) ;
                      }
                      }
/* deallocates memory */
                      void delsparse ( struct sparse *s )
                      {
                      if ( s -> sp != NULL )
                      free ( s -> sp ) ;
                      if ( s -> result != NULL )
                      free ( s -> result ) ;
                      }
