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synced 2025-11-07 23:57:02 +08:00
Reimplement the graph code for C
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@ -6,156 +6,110 @@
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#include "graph_adjacency_list.c"
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/* 哈希表 */
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// 假设节点最大数量为 100
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#define MAX_SIZE 100
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/* 节点队列结构体 */
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typedef struct {
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unsigned int size;
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unsigned int *array;
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} HashTable;
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/* 初始化哈希表 */
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HashTable *newHash(unsigned int size) {
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HashTable *h = (HashTable *)malloc(sizeof(HashTable));
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h->array = (unsigned int *)malloc(sizeof(unsigned int) * size);
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memset(h->array, 0, sizeof(unsigned int) * size);
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h->size = size;
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return h;
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}
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/* 标记索引过的顶点 */
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void hashMark(HashTable *h, int index) {
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h->array[index % h->size] = 1;
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}
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/* 查询顶点是否已被标记 */
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int hashQuery(HashTable *h, int index) {
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// 若顶点已被标记,则返回 1
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if (h->array[index % h->size] == 1) {
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return 1;
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} else {
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return 0;
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}
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}
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/* 释放哈希表内存 */
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void freeHash(HashTable *h) {
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free(h->array);
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free(h);
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}
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/* 队列 */
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typedef struct {
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Vertex **list;
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unsigned int size;
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int head;
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int tail;
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Vertex *vertices[MAX_SIZE];
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int front, rear, size;
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} Queue;
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/* 初始化队列 */
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Queue *newQueue(unsigned int size) {
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/* 构造函数 */
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Queue *newQueue() {
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Queue *q = (Queue *)malloc(sizeof(Queue));
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q->size = size;
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q->list = (Vertex **)malloc(sizeof(Vertex *) * size);
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q->head = 0;
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q->tail = 0;
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q->front = q->rear = q->size = 0;
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return q;
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}
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/* 入队 */
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void queuePush(Queue *q, Vertex *vet) {
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q->list[q->tail] = vet;
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q->tail++;
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/* 判断队列是否为空 */
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int isEmpty(Queue *q) {
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return q->size == 0;
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}
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/* 出队 */
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void queuePop(Queue *q) {
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q->head++;
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/* 入队操作 */
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void enqueue(Queue *q, Vertex *vet) {
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q->vertices[q->rear] = vet;
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q->rear = (q->rear + 1) % MAX_SIZE;
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q->size++;
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}
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/* 队首元素 */
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Vertex *queueTop(Queue *q) {
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return q->list[q->head];
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/* 出队操作 */
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Vertex *dequeue(Queue *q) {
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Vertex *vet = q->vertices[q->front];
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q->front = (q->front + 1) % MAX_SIZE;
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q->size--;
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return vet;
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}
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/* 释放队列内存 */
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void freeQueue(Queue *q) {
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free(q->list);
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free(q);
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/* 检查顶点是否已被访问 */
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int isVisited(Vertex **visited, int size, Vertex *vet) {
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// 遍历查找节点,使用 O(n) 时间
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for (int i = 0; i < size; i++) {
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if (visited[i] == vet)
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return 1;
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}
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return 0;
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}
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/* 广度优先遍历 */
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/* 广度优先遍历 BFS */
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// 使用邻接表来表示图,以便获取指定顶点的所有邻接顶点
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Vertex **graphBFS(GraphAdjList *t, Vertex *startVet) {
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// 顶点遍历序列
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Vertex **res = (Vertex **)malloc(sizeof(Vertex *) * t->size);
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memset(res, 0, sizeof(Vertex *) * t->size);
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void graphBFS(GraphAdjList *graph, Vertex *startVet, Vertex **res, int *resSize, Vertex **visited, int *visitedSize) {
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// 队列用于实现 BFS
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Queue *que = newQueue(t->size);
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// 哈希表,用于记录已被访问过的顶点
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HashTable *visited = newHash(t->size);
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int resIndex = 0;
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queuePush(que, startVet); // 将第一个元素入队
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hashMark(visited, startVet->pos); // 标记第一个入队的顶点
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Queue *queue = newQueue();
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enqueue(queue, startVet);
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visited[(*visitedSize)++] = startVet;
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// 以顶点 vet 为起点,循环直至访问完所有顶点
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while (que->head < que->tail) {
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// 遍历该顶点的边链表,将所有与该顶点有连接的,并且未被标记的顶点入队
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Node *n = queueTop(que)->list->head->next;
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while (n != 0) {
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// 查询哈希表,若该索引的顶点已入队,则跳过,否则入队并标记
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if (hashQuery(visited, n->val->pos) == 1) {
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n = n->next;
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continue; // 跳过已被访问过的顶点
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while (!isEmpty(queue)) {
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Vertex *vet = dequeue(queue); // 队首顶点出队
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res[(*resSize)++] = vet; // 记录访问顶点
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// 遍历该顶点的所有邻接顶点
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AdjListNode *node = findNode(graph, vet);
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while (node != NULL) {
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// 跳过已被访问过的顶点
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if (!isVisited(visited, *visitedSize, node->vertex)) {
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enqueue(queue, node->vertex); // 只入队未访问的顶点
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visited[(*visitedSize)++] = node->vertex; // 标记该顶点已被访问
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}
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queuePush(que, n->val); // 只入队未访问的顶点
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hashMark(visited, n->val->pos); // 标记该顶点已被访问
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node = node->next;
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}
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// 队首元素存入数组
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res[resIndex] = queueTop(que); // 队首顶点加入顶点遍历序列
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resIndex++;
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queuePop(que); // 队首元素出队
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}
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// 释放内存
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freeQueue(que);
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freeHash(visited);
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resIndex = 0;
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// 返回顶点遍历序列
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return res;
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free(queue);
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}
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/* Driver Code */
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int main() {
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/* 初始化无向图 */
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GraphAdjList *graph = newGraphAdjList(3);
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// 初始化顶点
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for (int i = 0; i < 10; i++) {
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addVertex(graph, i);
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// 初始化无向图
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int vals[] = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9};
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int size = sizeof(vals) / sizeof(vals[0]);
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Vertex **v = valsToVets(vals, size);
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Vertex *edges[][2] = {{v[0], v[1]}, {v[0], v[3]}, {v[1], v[2]}, {v[1], v[4]}, {v[2], v[5]}, {v[3], v[4]},
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{v[3], v[6]}, {v[4], v[5]}, {v[4], v[7]}, {v[5], v[8]}, {v[6], v[7]}, {v[7], v[8]}};
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int egdeSize = sizeof(edges) / sizeof(edges[0]);
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GraphAdjList *graph = newGraphAdjList();
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// 添加所有顶点和边
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for (int i = 0; i < size; i++) {
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addVertex(graph, v[i]);
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}
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// 初始化边
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addEdge(graph, 0, 1);
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addEdge(graph, 0, 3);
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addEdge(graph, 1, 2);
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addEdge(graph, 1, 4);
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addEdge(graph, 2, 5);
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addEdge(graph, 3, 4);
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addEdge(graph, 3, 6);
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addEdge(graph, 4, 5);
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addEdge(graph, 4, 7);
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addEdge(graph, 5, 8);
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addEdge(graph, 6, 7);
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addEdge(graph, 7, 8);
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printf("\n初始化后,图为:\n");
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for (int i = 0; i < egdeSize; i++) {
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addEdge(graph, edges[i][0], edges[i][1]);
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}
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printf("\n初始化后,图为\n");
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printGraph(graph);
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// 广度优先遍历 BFS
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// 顶点遍历序列
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Vertex *res[MAX_SIZE];
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int resSize = 0;
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// 用于记录已被访问过的顶点
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Vertex *visited[MAX_SIZE];
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int visitedSize = 0;
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graphBFS(graph, v[0], res, &resSize, visited, &visitedSize);
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printf("\n广度优先遍历(BFS)顶点序列为\n");
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Vertex **vets = graphBFS(graph, graph->vertices[0]);
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// 打印广度优先遍历数组
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printf("[");
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printf("%d", vets[0]->val);
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for (int i = 1; i < graph->size && vets[i] != 0; i++) {
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printf(", %d", vets[i]->val);
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}
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printf("]\n");
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free(vets);
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printArray(vetsToVals(res, resSize), resSize);
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// 释放内存
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delGraphAdjList(graph);
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return 0;
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}
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