#include #include #include #include "matrix.h" // TODO Matrix-Funktionen implementieren Matrix createMatrix(unsigned int rows, unsigned int cols) { Matrix m; m.rows = rows; m.cols = cols; m.buffer = (MatrixType*)malloc(sizeof(MatrixType) * rows * cols); // Prüfe auf ungültige Dimensionen if (rows == 0 || cols == 0) { m.rows = 0; m.cols = 0; m.buffer = NULL; return m; } if (m.buffer == NULL){ fprintf(stderr, "Error: Memory allocation failed in createMatrix!.\n"); m.rows = 0; m.cols = 0; return m; } for (unsigned int i = 0; i < rows * cols; i++){ m.buffer[i] = 0.0f; } return m; } void clearMatrix(Matrix *matrix) { if (matrix == NULL) { return; } // Speicher freigeben falls vorhanden if (matrix->buffer != NULL) { free(matrix->buffer); matrix->buffer = NULL; } // Dimensionen zurücksetzen 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, "Error: setMatrixAt index out of bounds.\n"); return; } 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, "Error: getMatrixAt index out of bounds.\n"); return UNDEFINED_MATRIX_VALUE; } return matrix.buffer[rowIdx * matrix.cols + colIdx]; } Matrix add(const Matrix matrix1, const Matrix matrix2) { Matrix result; // Fall 1: Normale elementweise Addition (gleiche Dimensionen) if (matrix1.rows == matrix2.rows && matrix1.cols == matrix2.cols) { result = createMatrix(matrix1.rows, matrix1.cols); if (result.buffer == NULL) { return result; } for (unsigned int i = 0; i < matrix1.rows; i++) { for (unsigned int j = 0; j < matrix1.cols; j++) { setMatrixAt( getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, j), result, i, j ); } } return result; } // Fall 2: Broadcasting - matrix2 ist Spaltenvektor (cols=1) else if (matrix1.rows == matrix2.rows && matrix2.cols == 1) { result = createMatrix(matrix1.rows, matrix1.cols); if (result.buffer == NULL) { return result; } for (unsigned int i = 0; i < matrix1.rows; i++) { for (unsigned int j = 0; j < matrix1.cols; j++) { // matrix2 hat nur 1 Spalte (Index 0), wird über alle Spalten verteilt setMatrixAt( getMatrixAt(matrix1, i, j) + getMatrixAt(matrix2, i, 0), result, i, j ); } } return result; } // Fall 3: Broadcasting - matrix1 ist Spaltenvektor (cols=1) else if (matrix2.rows == matrix1.rows && matrix1.cols == 1) { result = createMatrix(matrix2.rows, matrix2.cols); if (result.buffer == NULL) { return result; } for (unsigned int i = 0; i < matrix2.rows; i++) { for (unsigned int j = 0; j < matrix2.cols; j++) { // matrix1 hat nur 1 Spalte (Index 0), wird über alle Spalten verteilt setMatrixAt( getMatrixAt(matrix1, i, 0) + getMatrixAt(matrix2, i, j), result, i, j ); } } return result; } // Fall 4: Ungültige Dimensionen else { fprintf(stderr, "Error: Matrix dimensions do not match for addition.\n"); Matrix empty = {0, 0, NULL}; return empty; } } Matrix multiply(const Matrix matrix1, const Matrix matrix2) { if (matrix1.cols != matrix2.rows) { fprintf(stderr, "Error: Invalid matrix dimensions for multiplication.\n"); Matrix empty = {0, 0, NULL}; return empty; } Matrix result = createMatrix(matrix1.rows, matrix2.cols); if (result.buffer == NULL) { return result; } for (unsigned int i = 0; i < matrix1.rows; i++) { for (unsigned int j = 0; j < matrix2.cols; j++) { MatrixType sum = 0.0f; for (unsigned int k = 0; k < matrix1.cols; k++) { sum += getMatrixAt(matrix1, i, k) * getMatrixAt(matrix2, k, j); } setMatrixAt(sum, result, i, j); } } return result; }