C++语言,利用邻接矩阵创建无向图实现DFS和BFS
时间: 2024-05-11 22:18:45 浏览: 121
邻接矩阵无向图
下面是基于邻接矩阵实现的DFS和BFS代码:
```c
#include <stdio.h>
#include <stdlib.h>
#include <stdbool.h>
#define MAX_VERTEX_NUM 100
typedef struct Graph {
int vertex[MAX_VERTEX_NUM];
int matrix[MAX_VERTEX_NUM][MAX_VERTEX_NUM];
int vertex_num;
int edge_num;
} Graph;
typedef struct Queue {
int data[MAX_VERTEX_NUM];
int front, rear;
} Queue;
// 初始化队列
void InitQueue(Queue* queue) {
queue->front = queue->rear = 0;
}
// 判断队列是否为空
bool IsQueueEmpty(Queue* queue) {
return queue->front == queue->rear;
}
// 入队
bool EnQueue(Queue* queue, int x) {
if ((queue->rear + 1) % MAX_VERTEX_NUM == queue->front) {
return false;
}
queue->data[queue->rear] = x;
queue->rear = (queue->rear + 1) % MAX_VERTEX_NUM;
return true;
}
// 出队
bool DeQueue(Queue* queue, int* x) {
if (IsQueueEmpty(queue)) {
return false;
}
*x = queue->data[queue->front];
queue->front = (queue->front + 1) % MAX_VERTEX_NUM;
return true;
}
// 初始化图
void InitGraph(Graph* graph) {
int i, j;
printf("输入顶点数和边数:");
scanf("%d%d", &graph->vertex_num, &graph->edge_num);
for (i = 0; i < graph->vertex_num; ++i) {
printf("输入第%d个顶点的值:", i);
scanf("%d", &graph->vertex[i]);
}
for (i = 0; i < graph->vertex_num; ++i) {
for (j = 0; j < graph->vertex_num; ++j) {
graph->matrix[i][j] = 0;
}
}
for (i = 0; i < graph->edge_num; ++i) {
int v1, v2;
printf("输入第%d条边的起点和终点:", i);
scanf("%d%d", &v1, &v2);
graph->matrix[v1][v2] = 1;
graph->matrix[v2][v1] = 1;
}
}
// DFS遍历
void DFS(Graph* graph, bool* visited, int v) {
int i;
printf("%d ", graph->vertex[v]);
visited[v] = true;
for (i = 0; i < graph->vertex_num; ++i) {
if (graph->matrix[v][i] == 1 && !visited[i]) {
DFS(graph, visited, i);
}
}
}
// BFS遍历
void BFS(Graph* graph, bool* visited, Queue* queue, int v) {
int i;
printf("%d ", graph->vertex[v]);
visited[v] = true;
EnQueue(queue, v);
while (!IsQueueEmpty(queue)) {
int u;
DeQueue(queue, &u);
for (i = 0; i < graph->vertex_num; ++i) {
if (graph->matrix[u][i] == 1 && !visited[i]) {
printf("%d ", graph->vertex[i]);
visited[i] = true;
EnQueue(queue, i);
}
}
}
}
int main() {
Graph graph;
bool visited[MAX_VERTEX_NUM];
Queue queue;
int i;
InitGraph(&graph);
for (i = 0; i < graph.vertex_num; ++i) {
visited[i] = false;
}
printf("DFS遍历结果:");
for (i = 0; i < graph.vertex_num; ++i) {
if (!visited[i]) {
DFS(&graph, visited, i);
}
}
printf("\n");
for (i = 0; i < graph.vertex_num; ++i) {
visited[i] = false;
}
InitQueue(&queue);
printf("BFS遍历结果:");
for (i = 0; i < graph.vertex_num; ++i) {
if (!visited[i]) {
BFS(&graph, visited, &queue, i);
}
}
printf("\n");
return 0;
}
```
这里利用邻接矩阵存储图结构,实现了DFS和BFS遍历算法。在程序中,首先通过InitGraph函数读入图的顶点数、边数以及每个顶点的值,然后通过邻接矩阵表示图的连通关系。DFS和BFS遍历时,都需要记录每个节点是否已经被访问过,因此定义了visited数组用于记录。DFS遍历采用递归方式,而BFS遍历则利用队列实现。
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