info2Praktikum-NeuronalesNetz/matrix.c

#include <stdlib.h>
#include <string.h>
#include "matrix.h"
#include <stdio.h>

// TODO Matrix-Funktionen implementieren

Matrix createMatrix(unsigned int rows, unsigned int cols)
{
    Matrix matrix;

    if (rows == 0 || cols == 0)
    {
        matrix.rows = 0;
        matrix.cols = 0;
        matrix.buffer = NULL;
        return matrix;
    }

    matrix.rows = rows;
    matrix.cols = cols;

    matrix.buffer = (MatrixType *)malloc(rows * cols * sizeof(MatrixType));

    if (matrix.buffer == NULL)
    {

        matrix.rows = 0;
        matrix.cols = 0;

        return matrix;
    }

    for (int i = 0; i < rows; i++)
    {
        for (int j = 0; j < cols; j++)
        {
            matrix.buffer[i * matrix.cols + j] = UNDEFINED_MATRIX_VALUE;
        }
    }
    return matrix;
}

void clearMatrix(Matrix *matrix)
{
    if (matrix->buffer != NULL)
    {
        free(matrix->buffer);
        matrix->buffer = NULL;
    }

    matrix->rows = 0;
    matrix->cols = 0;
}

void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
    if (rowIdx >= matrix.rows || colIdx >= matrix.cols)
    {
        fprintf(stderr, "Fehler: Ungültiger Index (%u, %u) bei Matrixgröße %u x %u\n", rowIdx, colIdx, matrix.rows, matrix.cols);
        return; // abbruch falls fehler
    }

    matrix.buffer[rowIdx * matrix.cols + colIdx] = value;
}

MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
{
    if (rowIdx >= matrix.rows || colIdx >= matrix.cols)
    {
        fprintf(stderr, "Fehler: Ungültiger Index (%u, %u) bei Matrixgröße %u x %u\n", rowIdx, colIdx, matrix.rows, matrix.cols);
        return UNDEFINED_MATRIX_VALUE;
    }

    return matrix.buffer[rowIdx * matrix.cols + colIdx];
}

Matrix add(const Matrix matrix1, const Matrix matrix2)
{
    if (matrix1.rows == matrix2.rows && matrix1.cols == matrix2.cols) // gleiche Dimension
    {
        Matrix result = createMatrix(matrix1.rows, matrix1.cols);

        if (result.buffer == NULL)
        {
            fprintf(stderr, "Fehler: Speicher konnte nicht reserviert werden!\n");
            return result;
        }

        for (int i = 0; i < matrix1.rows; i++)
        {
            for (int j = 0; j < matrix1.cols; j++)
            {
                result.buffer[i * result.cols + j] = matrix1.buffer[i * matrix1.cols + j] + matrix2.buffer[i * matrix2.cols + j];
            }
        }
        return result;
    }
        if (matrix1.rows == matrix2.rows && matrix2.cols == 1) // Matrix 2 hat eine Spalte
        {
            Matrix result = createMatrix(matrix1.rows, matrix1.cols);

            if(result.buffer == NULL)
            {
                fprintf(stderr, "Fehler: Speicher konnte nicht reserviert werden!\n");
                return result;
            }
            for (int i = 0; i < matrix1.rows; i++)
            {
                for (int j = 0; j < matrix1.cols; j++)
                {
                    result.buffer[i * result.cols + j] = matrix1.buffer[i * matrix1.cols + j] + matrix2.buffer[i];
                }
            }
            return result;
        }

        if (matrix1.rows == matrix2.rows && matrix1.cols == 1) // Matrix 1 hat eine Spalte
        {
            Matrix result = createMatrix(matrix2.rows, matrix2.cols);

            if(result.buffer == NULL)
            {
                fprintf(stderr, "Fehler: Speicher konnte nicht reserviert werden!\n");
                return result;
            }
            for (int i = 0; i < matrix2.rows; i++)
            {
                for (int j = 0; j < matrix2.cols; j++)
                {
                    result.buffer[i * result.cols + j] = matrix1.buffer[i] + matrix2.buffer[i * matrix2.cols + j];
                }
            }
            return result;
        }
    
    // passt nicht
    fprintf(stderr, "Fehler: Matrizen haben unterschiedliche Größen (%u x %u) und (%u x %u)\n",
            matrix1.rows, matrix1.cols, matrix2.rows, matrix2.cols);

    Matrix empty = {0, 0, NULL};
    return empty;
}

Matrix multiply(const Matrix matrix1, const Matrix matrix2)
{
    if (matrix1.cols != matrix2.rows)
    {
        fprintf(stderr, "Fehler: Matrizen der Dimension (%u x %u) und (%u x %u) koennen nicht multipliziert werden\n",
                matrix1.rows, matrix1.cols, matrix2.rows, matrix2.cols);

        Matrix empty = {0, 0, NULL};
        return empty;
    }

    Matrix result = createMatrix(matrix1.rows, matrix2.cols);

    if (result.buffer == NULL)
    {
        fprintf(stderr, "Fehler: Speicher konnte nicht reserviert werden!\n");
        return result;
    }

    for (int i = 0; i < matrix1.rows; i++)
    {
        for (int j = 0; j < matrix2.cols; j++)
        {
            MatrixType sum = 0.0;

            for (int k = 0; k < matrix1.cols; k++)
            {
                sum += matrix1.buffer[i * matrix1.cols + k] * matrix2.buffer[k * matrix2.cols + j];
            }
            result.buffer[i * result.cols + j] = sum;
        }
    }
    return result;
}