How to compact a sparse matrix in C#

1 Answer

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using System;

class Program
{
    // A sparse matrix is a matrix in which the majority of elements are zero.

    // To compact a sparse matrix, use a method to store only the non‑zero
    // entries using a triplet representation (row, column, value). 
    // This reduces memory usage.

    // Convert a sparse matrix into compact (triplet) form
    static int[,] CompactMatrix(int[,] matrix)
    {
        int rows = matrix.GetLength(0);
        int cols = matrix.GetLength(1);

        // Count non-zero elements
        int count = 0;
        for (int i = 0; i < rows; i++) {
            for (int j = 0; j < cols; j++) {
                if (matrix[i, j] != 0) {
                    count++;
                }
            }
        }

        // Compact matrix has 3 rows: row index, col index, value
        int[,] compact = new int[3, count];

        int k = 0;

        // Fill compact matrix
        for (int i = 0; i < rows; i++) {
            for (int j = 0; j < cols; j++) {
                if (matrix[i, j] != 0) {
                    compact[0, k] = i;           // row
                    compact[1, k] = j;           // column
                    compact[2, k] = matrix[i, j]; // value
                    k++;
                }
            }
        }

        return compact;
    }

    static void Main()
    {
        int[,] matrix = {
            {0, 0, 3, 0, 8, 0, 0, 0, 0},
            {0, 0, 5, 7, 0, 0, 1, 0, 0},
            {0, 0, 0, 0, 0, 0, 0, 0, 0},
            {0, 2, 6, 0, 0, 4, 0, 0, 0},
            {0, 0, 0, 0, 9, 0, 0, 0, 0}
        };

        int[,] compact = CompactMatrix(matrix);

        Console.WriteLine("Compact matrix:");
        for (int i = 0; i < 3; i++) {
            for (int j = 0; j < compact.GetLength(1); j++) {
                Console.Write(compact[i, j] + " ");
            }
            Console.WriteLine();
        }
    }
}


/*
run:

Compact matrix:
0 0 1 1 1 3 3 3 4 
2 4 2 3 6 1 2 5 4 
3 8 5 7 1 2 6 4 9 

*/

 



answered 1 day ago by avibootz
edited 1 day ago by avibootz
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