怎样实现广度优先遍历(BFS)

时间:2023-03-09 06:42:09
怎样实现广度优先遍历(BFS)

BFS过程:

一:訪问顶点V,并标记V为已经訪问

二:顶点V入队列

三:假设队列非空。进行运行,否则算法结束

四:出队列取得对头顶点u,假设顶点未被訪问,就訪问该顶点,并标记该顶点为已经訪问

五:查找u的第一个邻接节点w

六:假设w不存在。则转到步骤三,否则循环运行

a. 假设w没有被訪问过。则先把w入队列

b.查找顶点u的下一个邻接节点,记为w,并转到步骤六

怎样实现广度优先遍历(BFS)

上图使用BFS訪问顺序为:

A BEDC

队列的变化步骤例如以下:

A

B

BE

ED

D

C

代码例如以下:

#include<iostream>
using namespace std;
#define VertexSize 10
int visit[VertexSize]; //===================================
#define QueueSize 30
typedef struct
{
int Seq[QueueSize];
int front;
int rear;
int count;
}RQueue; RQueue Q; void Initiate_Queue(RQueue *Q)
{
Q->front=0;
Q->rear=0;
Q->count=0;
} void AppendQueue(RQueue *Q,int data)
{
if(Q->count>=QueueSize)
{
cout<<"overflow"<<endl;
return ;
}
Q->Seq[Q->rear]=data;
Q->rear=(Q->rear+1)%QueueSize;
Q->count++;
} int QueueNotEmpty(RQueue *Q)
{
if(Q->count!=0)
return 1;
else
return 0;
} int DeleteQueue(RQueue *Q)
{
if(Q->count<=0)
{
cout<<"empty"<<endl;
return NULL;
}
int d;
d=Q->Seq[Q->front];
Q->front=(Q->front+1)%QueueSize;
Q->count--;
return d;
} //=================================== typedef struct
{
int weight[VertexSize][VertexSize];
}Graph; void Initiate_Graph(Graph *g,int n)
{
int i,j;
for(i=0;i<n;i++)
visit[i]=0;
for(j=0;j<n;j++)
{
if(i==j) g->weight[i][j]=0;
else g->weight[i][j]=0x7fff;
}
} void InsertEdge(Graph *g,int v,int w,int weight,int n)
{
if(v<0 || v>=n||w<0||w>=n)
{
cout<<"overflow!========="<<endl;
}
g->weight[v][w]=weight;
} void dfs(Graph *g,int u,int n)
{
cout<<u<<" ";
visit[u]=1;
int i;
for(i=0;i<n;i++)
{
if(g->weight[u][i]>0 && g->weight[u][i]<0x7fff && !visit[i])
{
visit[i]=1;
dfs(g,i,n);
}
}
} void bfs(Graph *g,int u,int n)
{
Initiate_Queue(&Q);
int j;
cout<<u<<" ";
visit[u]=1;
AppendQueue(&Q,u);
while(QueueNotEmpty(&Q))
{
int x=DeleteQueue(&Q);
for(j=0;j<n;j++)
{
if(g->weight[x][j]>0 &&g->weight[x][j]<0x7fff && !visit[j])
{
cout<<j<<" ";
visit[j]=1;
AppendQueue(&Q,j);
}
}
}
} void main()
{
Graph g;
int n,edge;
cout<<"请输入图的顶点个数:"<<endl;
cin>>n;
cout<<"请输入图的边个数"<<endl;
cin>>edge;
Initiate_Graph(&g,n);
int i,p1,p2,weight;
cout<<"请输入顶点-顶点-权值:"<<endl;
for(i=0;i<edge;i++)
{
cin>>p1>>p2>>weight;
InsertEdge(&g,p1,p2,weight,n);
}
cout<<"深度优先遍历为:"<<endl;
dfs(&g,0,n);
cout<<endl;
for(i=0;i<n;i++)
visit[i]=0;
cout<<"广度优先遍历为:"<<endl;
bfs(&g,0,n);
cout<<endl;
system("pause");
}