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6 Commits
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a767bc6cd8 | ||
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130
matrix.c
130
matrix.c
@ -6,30 +6,148 @@
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Matrix createMatrix(unsigned int rows, unsigned int cols)
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{
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if(rows && cols){
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Matrix matrix;
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matrix.rows = rows;
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matrix.cols = cols;
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matrix.buffer = malloc(rows * cols * sizeof(MatrixType));
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matrix.buffer = malloc(rows * cols * sizeof(MatrixType));
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if (!matrix.buffer) {
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matrix.rows = 0;
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matrix.cols = 0;
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return matrix; // malloc ist fehlgeschlagen
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}
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for (int i = 0; i < (rows * cols); i++)
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matrix.buffer[i] = 0;
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return matrix;
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}
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Matrix matrix;
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matrix.rows = 0;
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matrix.cols = 0;
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matrix.buffer = 0;
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return matrix;
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}
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void clearMatrix(Matrix *matrix)
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{
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free(matrix->buffer);
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matrix->buffer = NULL;
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matrix->rows = 0;
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matrix->cols = 0;
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}
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void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
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{
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matrix.buffer[rowIdx * matrix.cols + colIdx] = value;
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}
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MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx)
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{
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if(rowIdx >= matrix.rows || colIdx >= matrix.cols){
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return UNDEFINED_MATRIX_VALUE;
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}
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return matrix.buffer[rowIdx * matrix.cols + colIdx];
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}
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Matrix add(const Matrix matrix1, const Matrix matrix2)
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{
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int rows1 = rows(matrix1);
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int rows2 = rows(matrix2);
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int cols1 = cols(matrix1);
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int cols2 = cols(matrix2);
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if((cols1 == 1 || cols2 == 1) && rows1 == rows2) //Broadcasting
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{
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if(cols1 == 1) //Wenn die erste Matrix der Vektor ist
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{
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return broadcasting(matrix1, matrix2);
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}
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else
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{
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return broadcasting(matrix2, matrix1);
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}
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}
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else if(rows1 == rows2 && cols1 == cols2) //Addition nur moeglich, wenn beide Matrizen gleiche ANzahl an Zeilen und Spalten haben
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{
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Matrix addition = createMatrix(rows1, cols2); //Matrix erstellt, in die die addierten Werte geschrieben werden
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MatrixType wert1;
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MatrixType wert2;
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for(int i = 0; i < rows1; i++){ //soll fuer jedes Element durchlaufen, sodass alle Werte von beiden Matrizen aufaddiert werden.
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for(int j = 0; j < cols1; j++){
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wert1 = getMatrixAt(matrix1, i, j);
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wert2 = getMatrixAt(matrix2, i, j);
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MatrixType addierterWert = wert1 + wert2;
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setMatrixAt(addierterWert, addition, i, j);
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}
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}
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return addition;
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}
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else{
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return createMatrix(0,0);
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}
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}
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Matrix broadcasting(const Matrix vektor, const Matrix matrix)
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{
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int rowsM = rows(matrix);
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int colsM = cols(matrix);
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Matrix result = createMatrix(rowsM, colsM);
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MatrixType wert;
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MatrixType koordinate;
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for(int i = 0; i < rowsM; i++)
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{
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for(int j = 0; j < colsM; j++){
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wert = getMatrixAt(matrix, i, j);
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koordinate = getMatrixAt(vektor, i, 0);
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setMatrixAt((koordinate + wert), result, i, j);
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}
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}
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return result;
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}
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Matrix multiply(const Matrix matrix1, const Matrix matrix2)
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{
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int rows1 = rows(matrix1);
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int cols1 = cols(matrix1);
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int rows2 = rows(matrix2);
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int cols2 = cols(matrix2);
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if(cols1 == rows2) //Bedingung fuer Multiplikation: Spalten der ersten Matrix gleich Zeilen 2. Matrix
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{
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Matrix result = createMatrix(rows1, cols2);
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MatrixType wert1;
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MatrixType wert2;
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MatrixType mul;
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MatrixType add = 0;
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for(int i = 0; i < rows1; i++)
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{
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for(int k = 0; k < cols2; k++)
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{
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for(int j = 0; j < cols1; j++)
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{
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wert1 = getMatrixAt(matrix1, i, j);
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wert2 = getMatrixAt(matrix2, j, k);
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mul = wert1 * wert2;
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add += mul;
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}
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setMatrixAt(add, result, i, k);
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add = 0;
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}
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}
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return result;
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}
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return createMatrix(0,0);
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}
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int rows(const Matrix matrix)
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{
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return matrix.rows;
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}
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int cols(const Matrix matrix)
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{
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return matrix.cols;
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}
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6
matrix.h
6
matrix.h
@ -9,7 +9,8 @@ typedef float MatrixType;
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typedef struct{
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unsigned int rows;
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unsigned int cols;
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} Matrixtyp;
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MatrixType *buffer; //Data wird in einem eindimensionalen Array gespeichert (Spalten und Reihen liegen ja im Speicher hintereinannder)
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} Matrix;
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Matrix createMatrix(unsigned int rows, unsigned int cols);
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@ -17,7 +18,10 @@ void clearMatrix(Matrix *matrix);
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void setMatrixAt(MatrixType value, Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
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MatrixType getMatrixAt(const Matrix matrix, unsigned int rowIdx, unsigned int colIdx);
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Matrix add(const Matrix matrix1, const Matrix matrix2);
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Matrix broadcasting(const Matrix matrix1, const Matrix matrix2);
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Matrix multiply(const Matrix matrix1, const Matrix matrix2);
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int rows(const Matrix matrix);
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int cols(const Matrix matrix);
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#endif
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