图的深度优先遍历和广度优先遍历
程序员文章站
2024-02-11 09:34:34
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代码是在上一篇博客的基础上实现的。传送门:图的邻接矩阵、邻接表的表示
增加的点:
1、结点中增加Tag,用于记录结点的是否已经遍历
2、邻接矩阵的DFS和BFS
3、邻接表的DFS和BFS
2.1号:补充,突然发现我的程序,边的权重只能为1位数,如果权重为多位数,只取个位数的值,因此需要进行下面的修改:(邻接矩阵、邻接表都一样)
1) weight初始化为0(以前没有初始化)
2)从控制台得到:weight = weight * 10 + int(c - ‘0’);(以前为:weight = int(c - ‘0’);)
这样weight就可以是int范围内的任意正整数值了。
GNode.h
#define MAXSIZE 10
//邻接矩阵
typedef struct AMGraph {
char** vexs;
int** arcs;
int vexnum, arcnum;
bool* tag; //新增 标记
}AMGraph;
//邻接表
typedef struct OtherInfo {
//权重等
int weight;
}OtherInfo;
//边结点
typedef struct ArcNode {
int index;
struct ArcNode* next;
OtherInfo info;
}ArcNode;
//表头结点
typedef struct VNode {
char* data;
struct ArcNode* first;
}VNode;
typedef struct ALGraph {
VNode* vertices;
int vexnum, arcnum;
bool* tag; //新增 标记
}ALGraph;
main,cpp
#include<stdio.h>
#include<stdlib.h>
#include <string.h>
#include"GNode.h"
//邻接矩阵
void CreateAMGraph(AMGraph *g); //创建邻接矩阵
void GetIndex(char** vex, int size, char* resource, int &result); //根据输入顶点信息得到顶点的索引
bool Equal(char* s1, char* s2); //判断两个字符串是否相等
void PrintAMGraphMatrix(AMGraph *g); //输出邻接矩阵
void DFS_AM(AMGraph* g, int count); //深度优先遍历 邻接矩阵
void BFS_AM(AMGraph* g); //广度优先遍历 邻接矩阵
//邻接表
void CreateALGraph(ALGraph* g); //创建邻接表
void GetIndex_s(ALGraph* g, int size, char* resource, int &result); //根据输入顶点信息得到顶点的索引
void PrintfALGraph(ALGraph* g); //输出邻接表
void DFS_AL(ALGraph* g, int count); //深度优先遍历 邻接表
void BFS_AL(ALGraph* g); //广度优先遍历 邻接表
int main() {
//邻接矩阵
printf("*******邻接矩阵******:\n");
AMGraph* g;
g = (AMGraph*)malloc(sizeof(AMGraph));
CreateAMGraph(g); //创建邻接矩阵
PrintAMGraphMatrix(g); //输出矩阵
printf("\n** 邻接矩阵深度优先遍历:");
DFS_AM(g, 0); //深度优先遍历
printf("\n** 邻接矩阵广度优先遍历:\n");
BFS_AM(g);
//邻接表
printf("\n*******邻接表******:\n");
ALGraph* ag;
ag = (ALGraph *)malloc(sizeof(ALGraph));
CreateALGraph(ag); //创建邻接表
PrintfALGraph(ag); //输出矩阵
printf("\n** 邻接表深度优先遍历:");
DFS_AL(ag, 0);
printf("\n** 邻接表广度优先遍历:\n");
BFS_AL(ag);
return 0;
}
void CreateAMGraph(AMGraph *g) {
printf("输入顶点和边的个数(例: 8 10): ");
scanf_s("%d %d", &g->vexnum, &g->arcnum);
getchar(); //吃掉回车
char c = 'A';
int i, j;
//初始化
g->vexs = (char **)malloc(sizeof(char *) * g->vexnum);
g->arcs = (int **)malloc(sizeof(int *) * g->vexnum);
for (i = 0; i < g->vexnum; i++)
g->arcs[i] = (int *)malloc(sizeof(int) * g->vexnum);
for (i = 0; i < g->vexnum; i++)
for (j = 0; j < g->vexnum; j++)
g->arcs[i][j] = 0;
g->tag = (bool*)malloc(sizeof(bool) * g->vexnum);
for (i = 0; i < g->vexnum; i++)
g->tag[i] = false;
printf("按顺序输入各个顶点的数据 (例: v1 v2 v3 v4): ");
for (i = 0; i < g->vexnum; i++) {
g->vexs[i] = (char*)malloc(sizeof(char) * MAXSIZE);
c = getchar();
int j = 0;
while ((c != ' ') && (c != '\n')) {
g->vexs[i][j] = c;
++j;
c = getchar();
}
g->vexs[i][j] = '\0';
}
/*
for (int i = 0; i < g->vexnum; i++)
printf("%s\n", g->vexs[i]);
*/
printf("输入边信息(点1,点2,权重),(例: (v1,v2,2) (v1,v3,5)):");
while ((c = getchar()) != '\n') {
char v1[MAXSIZE];
char v2[MAXSIZE];
int weight = 0;
int count = 0;
i = 0;
if (c == '(') {
while ((c = getchar()) != ')') { //根据','的个数判断怎么赋值
if (c == ',') {
++i;
count = 0;
continue;
}
if (i == 0) { //‘,’个数为0,赋值给v1
v1[count++] = c;
v1[count] = '\0';
}
else if (i == 1) { //‘,’个数为1,赋值给v2
v2[count++] = c;
v2[count] = '\0';
}
else if (i == 2) //‘,’个数为2,赋值给weight
weight = weight * 10 + int(c - '0');
}
}
int index1, index2;
index1 = index2 = 0;
GetIndex(g->vexs, g->vexnum, v1, index1); //得到与v1中存储信息相同的顶点索引
GetIndex(g->vexs, g->vexnum, v2, index2); //得到与v2中存储信息相同的顶点索引
if (index1 < 0 || index2 < 0)
printf("输入顶点不存在\n");
else {
//有向图
//g->arcs[index1][index2] = weight;
//无向图
g->arcs[index1][index2] = g->arcs[index2][index1] = weight;
}
}
}
void GetIndex(char** vex, int size, char* resource, int &result) {
int i;
int temp = 0;
for (i = 0; i < size; i++) {
if (Equal(vex[i], resource)) {
result = i;
temp = 1;
break;
}
}
if (temp == 0)
result = -1;
}
bool Equal(char* s1, char* s2) {
int n1 = strlen(s1);
int n2 = strlen(s2);
if (n1 != n2)
return false;
int i;
for (i = 0; i < n1; i++) {
if (s1[i] != s2[i])
return false;
}
if (i == n1)
return true;
return false;
}
void PrintAMGraphMatrix(AMGraph *g) {
int** matrix = g->arcs;
int row = g->vexnum;
printf("\n** 图对应的邻接矩阵:\n");
for (int i = 0; i < row; i++) {
for (int j = 0; j < row; j++)
printf("%d\t", matrix[i][j]);
printf("\n");
}
}
void CreateALGraph(ALGraph* g) {
char c;
int i, j;
printf("输入顶点个数和边个数(例:4 5):");
scanf_s("%d %d", &g->vexnum, &g->arcnum);
getchar();
g->vertices = (VNode*)malloc(sizeof(VNode) * g->vexnum);
g->tag = (bool*)malloc(sizeof(bool) * g->vexnum);
for (i = 0; i < g->vexnum; i++)
g->tag[i] = false;
printf("输入各个顶点的数据(例:v0 v1 v2 v3):");
for (i = 0; i < g->vexnum; i++) {
j = 0;
g->vertices[i].data = (char *)malloc(sizeof(char) * MAXSIZE);
g->vertices[i].first = NULL;
c = getchar();
while (c != ' ' && c != '\n') {
g->vertices[i].data[j++] = c;
c = getchar();
}
g->vertices[i].data[j] = '\0';
}
/*for (i = 0; i < g->vexnum; i++)
printf("%s\n", g->vertices[i].data);
*/
printf("输入边数据 (例:(v0,v1,3)(v2,v3,5)):");
char v1[MAXSIZE], v2[MAXSIZE];
int weight = 0;
while ((c = getchar()) != '\n') {
i = j = 0;
if (c == '(') {
while ((c = getchar()) != ')') {
if (c == ',') {
++i;
j = 0;
}
else {
if (i == 0) {
v1[j++] = c;
v1[j] = '\0';
}
else if (i == 1) {
v2[j++] = c;
v2[j] = '\0';
}
else if (i == 2) {
weight = weight * 10 + int(c - '0');
}
}
}
}
//printf("%s %s %d\n", v1, v2, weight);
int index1, index2;
GetIndex_s(g, g->vexnum, v1, index1);
GetIndex_s(g, g->vexnum, v2, index2);
if (index1 < 0 || index2 < 0)
printf("输入的顶点有误\n");
else {
//有向图 :第一个顶点为起点,第二个顶点为端点
ArcNode* q = (ArcNode*)malloc(sizeof(ArcNode));
q->index = index2;
q->info.weight = weight;
q->next = NULL;
ArcNode *p = g->vertices[index1].first;
if (p == NULL) {
g->vertices[index1].first = q;
}
else {
while (p->next) {
p = p->next;
}
p->next = q;
}
//无向图 在有向图的基础上加上下面的
q = (ArcNode*)malloc(sizeof(ArcNode));
q->index = index1;
q->info.weight = weight;
q->next = NULL;
p = (g->vertices[index2].first);
if (p == NULL) {
g->vertices[index2].first = q;
}
else {
while (p->next) {
p = p->next;
}
p->next = q;
}
}
}
}
void GetIndex_s(ALGraph* g, int size, char* resource, int &result) {
int temp = 0;
for (int i = 0; i < size; i++) {
if (Equal(g->vertices[i].data, resource)) {
result = i;
temp = 1;
break;
}
}
if (temp == 0)
result = -1;
}
void PrintfALGraph(ALGraph* g) {
printf("\n** 图对应的邻接表:\n");
for (int i = 0; i< g->vexnum; i++) {
ArcNode *p = g->vertices[i].first;
printf("顶点结点%d链表: ", i);
while (p) {
printf("(索引:%d, 权重:%d) ", p->index, p->info.weight);
p = p->next;
}
printf("\n");
}
}
void DFS_AM(AMGraph* g, int count) {
int i;
printf("%s ", g->vexs[count]);
g->tag[count] = true;
for (i = 0; i < g->vexnum; i++) {
if (g->arcs[count][i] != 0 && g->tag[i] == false) {
DFS_AM(g, i);
}
}
}
void DFS_AL(ALGraph* g, int count) {
printf("%s ", g->vertices[count].data);
g->tag[count] = true;
ArcNode* p = g->vertices[count].first;
while (p) {
if (g->tag[p->index] == false) {
DFS_AL(g, p->index);
}
p = p->next;
}
}
void BFS_AM(AMGraph* g) {
if (g->vexnum <= 0) {
printf("空图\n");
return;
}
int *queue;
int i;
for (i = 0; i < g->vexnum; i++)
g->tag[i] = false;
queue = (int*)malloc(sizeof(int) * g->vexnum);
queue[0] = 0;
g->tag[0] = true;
i = 0;
int start = 0;
int num = 1;
int size = 0;
int j = 0;
printf("%s\n", g->vexs[queue[j]]);
while (num > 0) {
for (i = start; i < start + num; i++) {
for (j = 0; j < g->vexnum; j++) {
if (g->arcs[i][j] != 0 && g->tag[j] == false) {
queue[start + num + size] = j;
printf("%s ", g->vexs[queue[j]]);
g->tag[j] = true;
++size;
}
}
}
start += num;
num = size;
size = 0;
printf("\n");
}
free(queue);
}
void BFS_AL(ALGraph* g) {
if (g->vexnum <= 0) {
printf("空图\n");
return;
}
int* queue;
int i;
queue = (int *)malloc(sizeof(int) * g->vexnum);
for (i = 0; i < g->vexnum; i++)
g->tag[i] = false;
queue[0] = 0;
printf("%s\n", g->vertices[queue[0]].data);
g->tag[0] = true;
int start = 0;
int num = 1;
int size = 0;
while (num > 0) {
for (i = start; i < start + num; i++) {
ArcNode* p = g->vertices[queue[i]].first;
while (p) {
if (g->tag[p->index] == false) {
printf("%s ", g->vertices[p->index].data);
g->tag[p->index] = true;
queue[start + num + size] = p->index;
size++;
}
p = p->next;
}
}
start += num;
num = size;
size = 0;
printf("\n");
}
free(queue);
}
两个例子:
结果: