利用c++代码来实现对一个稀疏矩阵,进行如下操作: 1、计算三元组顺序表,并生成POS和NUM向量; 2、根据稀疏矩阵的三元组顺序表,计算转置后的三元组顺序表
时间: 2023-05-11 09:03:39 浏览: 86
可以使用以下代码实现对稀疏矩阵的操作:
1、计算三元组顺序表,并生成POS和NUM向量:
```c
#include <stdio.h>
#include <stdlib.h>
#define MAX_SIZE 100
typedef struct {
int i, j, val;
} Triple;
typedef struct {
Triple data[MAX_SIZE];
int rows, cols, nums;
} SparseMatrix;
void createSparseMatrix(SparseMatrix *matrix) {
printf("请输入稀疏矩阵的行数、列数和非零元素个数:\n");
scanf("%d%d%d", &matrix->rows, &matrix->cols, &matrix->nums);
printf("请输入稀疏矩阵的三元组:\n");
for (int i = 0; i < matrix->nums; i++) {
scanf("%d%d%d", &matrix->data[i].i, &matrix->data[i].j, &matrix->data[i].val);
}
}
void printSparseMatrix(SparseMatrix matrix) {
printf("稀疏矩阵的三元组为:\n");
for (int i = 0; i < matrix.nums; i++) {
printf("(%d, %d, %d)\n", matrix.data[i].i, matrix.data[i].j, matrix.data[i].val);
}
}
void generatePOSandNUM(SparseMatrix matrix, int *POS, int *NUM) {
for (int i = 0; i < matrix.cols; i++) {
POS[i] = 0;
}
for (int i = 0; i < matrix.nums; i++) {
POS[matrix.data[i].j]++;
}
int sum = 0;
for (int i = 0; i < matrix.cols; i++) {
int temp = POS[i];
POS[i] = sum;
sum += temp;
}
for (int i = 0; i < matrix.nums; i++) {
int col = matrix.data[i].j;
int index = POS[col] + NUM[col];
NUM[col]++;
matrix.data[index].i = matrix.data[i].j;
matrix.data[index].j = matrix.data[i].i;
matrix.data[index].val = matrix.data[i].val;
}
}
int main() {
SparseMatrix matrix;
createSparseMatrix(&matrix);
printSparseMatrix(matrix);
int POS[MAX_SIZE], NUM[MAX_SIZE];
generatePOSandNUM(matrix, POS, NUM);
printf("转置后的稀疏矩阵的三元组为:\n");
for (int i = 0; i < matrix.nums; i++) {
printf("(%d, %d, %d)\n", matrix.data[i].i, matrix.data[i].j, matrix.data[i].val);
}
return 0;
}
```
2、根据稀疏矩阵的三元组顺序表,计算转置后的三元组顺序表:
```c
void generateTranspose(SparseMatrix matrix, SparseMatrix *transpose) {
transpose->rows = matrix.cols;
transpose->cols = matrix.rows;
transpose->nums = matrix.nums;
for (int i = 0; i < matrix.nums; i++) {
transpose->data[i].i = matrix.data[i].j;
transpose->data[i].j = matrix.data[i].i;
transpose->data[i].val = matrix.data[i].val;
}
}
int main() {
SparseMatrix matrix;
createSparseMatrix(&matrix);
printSparseMatrix(matrix);
int POS[MAX_SIZE], NUM[MAX_SIZE];
generatePOSandNUM(matrix, POS, NUM);
SparseMatrix transpose;
generateTranspose(matrix, &transpose);
printf("转置后的稀疏矩阵的三元组为:\n");
for (int i = 0; i < transpose.nums; i++) {
printf("(%d, %d, %d)\n", transpose.data[i].i, transpose.data[i].j, transpose.data[i].val);
}
return 0;
}
```