邻接表实现Dijkstra算法以及DFS与BFS算法

时间:2023-03-09 07:12:59
邻接表实现Dijkstra算法以及DFS与BFS算法
//============================================================================
// Name : ListDijkstra.cpp
// Author : fffff
// Version :
// Copyright : Your copyright notice
// Description : Hello World in C++, Ansi-style
//============================================================================ #include<iostream>
#include<cstdlib>
#include<queue> using namespace std; #define MAXSIZE 100
#define INF (~(0x1<<31)) //最大值 0x7FFFFFFF class ListUDG{
/*
* 内部类
*/
private:
/*
* 邻接表中的边节点
* ivex:下一个节点的编号
* nextEdge:指向下一个边节点的指针
*/
class Enode{
public:
int ivex;
int weight;
Enode *nextEdge;
};
/*
* 邻接表中的顶点节点
* data:顶点节点的数据
* firstEdge:顶点节点的第一条边
*/
class Vnode{
public:
char data;
Enode *firstEdge;
};
private:
int mVexNum;//顶点个数
int mEdgNum;//边的条数
Vnode mVexs[MAXSIZE];
bool visited[MAXSIZE];
public:
ListUDG();
ListUDG(char vexs[],int vlen,char edge[][],int elen,int weigh[]);
~ListUDG();
char rChar();
int getPost(char ch);
int getmVexNum();
int getmEdgNum();
Vnode getVexs(int i){
return mVexs[i];
};
int getWeight(int v,int u);
void print();
void BFS();
void DFS();
void DFSK(int k);
void Dijkstra(ListUDG *listudg,int v,int pre[],int dist[]);
void trace(ListUDG *listudg,int v,int u,int pre[]);
private:
char readChar();
int getPosition(char ch);
void LinkLast(Enode *list,Enode *node);
};
ListUDG::ListUDG(char vexs[],int vlen,char edge[][],int elen,int weigh[]){
/*
* 初始化顶点数与边的条数
*/
mVexNum = vlen;
mEdgNum = elen;
/*
* 初始化邻接表中的顶点节点
*/
for(int i=;i<mVexNum;i++){
mVexs[i].data = vexs[i];
mVexs[i].firstEdge = NULL;
}
/*
* 初始化邻接表中的边节点
*/
for(int i=;i<mEdgNum;i++){
char first = edge[i][];
char second = edge[i][];
int start = getPosition(first);
int end = getPosition(second); Enode *enode1 = new Enode;
enode1->ivex = end;
enode1->weight = weigh[i];
enode1->nextEdge = NULL;
if(mVexs[start].firstEdge==NULL)
mVexs[start].firstEdge = enode1;
else
LinkLast(mVexs[start].firstEdge,enode1); Enode *enode2 = new Enode;
enode2->ivex = start;
enode2->weight = weigh[i];
enode2->nextEdge = NULL;
if(mVexs[end].firstEdge==NULL)
mVexs[end].firstEdge=enode2;
else
LinkLast(mVexs[end].firstEdge,enode2);
}
};
ListUDG::ListUDG(){
/*
* 初始化顶点数与边的条数
*/
cout<<"input num of Vexs and Edges : ";
cin>>mVexNum>>mEdgNum;
/*
* 初始化邻接表中的顶点节点
*/
for(int i=;i<mVexNum;i++){
cout<<"input data of "<<i<<" Vex:";
mVexs[i].data = readChar();
mVexs[i].firstEdge = NULL;
}
/*
* 初始化邻接表中的边节点
*/
for(int i=;i<mEdgNum;i++){
cout<<"input edge("<<i<<"):";
char first = readChar();
char second = readChar();
int start = getPosition(first);
int end = getPosition(second); cout<<"input weight of the edge:";
int weight;
cin>>weight; Enode *enode1 = new Enode;
enode1->ivex = end;
enode1->weight = weight; /********************-----ERROR-----********************
* 两个构造方法都忘掉此句,导致出错,
* 出错地方在调用方法LinkLast的时候无法判断nextEdge是否为空
* 因为nextEdge没有被赋值
*******************************************************/
enode1->nextEdge = NULL;
if(mVexs[start].firstEdge==NULL)
mVexs[start].firstEdge = enode1;
else
LinkLast(mVexs[start].firstEdge,enode1); Enode *enode2 = new Enode;
enode2->ivex = start;
enode2->weight = weight;
enode2->nextEdge = NULL;
if(mVexs[end].firstEdge==NULL)
mVexs[end].firstEdge = enode2;
else
LinkLast(mVexs[end].firstEdge,enode2);
}
};
ListUDG::~ListUDG(){ };
char ListUDG::rChar(){
return readChar();
};
int ListUDG::getPost(char ch){
return getPosition(ch);
};
int ListUDG::getmVexNum(){
return mVexNum;
};
int ListUDG::getmEdgNum(){
return mEdgNum;
};
int ListUDG::getWeight(int v,int u){
Enode *enode;
if(v==u)
return ;
else{
enode = mVexs[v].firstEdge;
while(enode){
if(enode->ivex==u)
return enode->weight;
else
enode = enode->nextEdge;
}
return INF;
}
};
void ListUDG::print(){
cout<<"ListUDG"<<endl;
for(int i=;i<mVexNum;i++){
cout<<i<<" ("<<mVexs[i].data<<"): ";
Enode *p = mVexs[i].firstEdge;
while(p){
cout<<p->ivex<<"("<<mVexs[p->ivex].data<<")["<<p->weight<<"] ";
p = p->nextEdge;
}
cout<<endl;
}
return ;
};
char ListUDG::readChar(){
char cha;
cin>>cha;
while(!((cha>='a'&&cha<='z')||(cha>='A'&&cha<='Z'))){
cin>>cha;
}
return cha;
};
int ListUDG::getPosition(char ch){
for(int i = ;i<mVexNum;i++){
if(mVexs[i].data==ch)
return i;
}
return -;
}
void ListUDG::LinkLast(Enode*list,Enode *node){
Enode *p = list;
while(p->nextEdge)
p = p->nextEdge;
p->nextEdge = node;
return;
};
/*
* Dijkstra 算法----最短路径
*/
void ListUDG::Dijkstra(ListUDG *listudg,int v,int pre[],int dist[]){
bool s[MAXSIZE]; /*
* 第一步:初始化S集合以及距离dist
*/
for(int i=;i<listudg->getmVexNum();i++){
s[i] = false;
dist[i] = listudg->getWeight(v,i);
if(dist[i]==INF)
pre[i] = -;
else
pre[i] = v;
}
s[v] = true;
dist[v] = ;
/*
* 第二步:寻找dist中的最小值加入到S集合中
*/
for(int i=;i<listudg->getmVexNum();i++){
int min = INF;
int u = v;
for(int j=;j<listudg->getmVexNum();j++){
if(s[j]==false&&dist[j]<min){
min = dist[j];
u = j;
}
}
s[u] = true;//将顶点u加入到集合S中
/*
* 第三步:更新dist
*/
for(int j=;j<listudg->mVexNum;j++){
if(s[j]==false&&listudg->getWeight(u,j)<INF){
int newdist = dist[u] + listudg->getWeight(u,j);
if(newdist<dist[j]){
dist[j] = newdist;
pre[j] = u;
}
}
}
}
};
void ListUDG::trace(ListUDG *listudg,int v,int u,int pre[]){
int start = v;
int end = u;
while(start!=end){
cout<<listudg->mVexs[end].data<<"<---";
end = pre[end];
}
cout<<listudg->mVexs[start].data<<endl;
};
/*
* 广度优先搜索邻接表
*/
void ListUDG::BFS(){
for(int i=;i<MAXSIZE;i++)
visited[i] = false;
queue<int>que;
que.push();
visited[] = true;
int out;
Enode *outNext;
while(!que.empty()){
out = que.front();
outNext = mVexs[out].firstEdge;
que.pop();
cout<<mVexs[out].data<<" "; /****************-----ERROR-----*****************
* 此处刚开始将判断条件visited[outNext->ivex]==false
* 写入while循环的判断语句中,导致某一个顶点的边链表没有
* 访问完就结束了循环(可能某边之前已经访问过),丢掉了后面
* 的节点
************************************************/
while(outNext!=NULL){
if(visited[outNext->ivex]==false){
que.push(outNext->ivex);
visited[outNext->ivex] = true;
outNext = outNext->nextEdge;
}else
outNext = outNext->nextEdge;
}
}
cout<<endl;
};
void ListUDG::DFS(){
for(int i=;i<MAXSIZE;i++)
visited[i] = false;
for(int i=;i<mVexNum;i++)
if(visited[i]==false)
DFSK(i);
cout<<endl;
};
void ListUDG::DFSK(int k){
visited[k]=true;
cout<<mVexs[k].data<<" ";
Enode *enode = mVexs[k].firstEdge;
while(enode){
if(visited[enode->ivex]==false){
DFSK(enode->ivex);
enode = enode->nextEdge;
}
else /************-----ERROR-----*************
*开始时候忘掉了写此句,导致顶点的边链表没有访问完
*而到时enode没有向后移动,从而导致循环无法结束,因此
*程序死循环
****************************************/
enode = enode->nextEdge; }
return ;
}
int main(){
char vexs[]={'a','b','c','d','e','f','g'};
char edges[][]={
{'a','b'},
{'a','d'},
{'a','g'},
{'b','f'},
{'c','d'},
{'c','g'},
{'d','f'},
{'e','g'},
{'f','g'}
};
int pre[MAXSIZE];
int dist[MAXSIZE];
int weight[]={,,,,,,,,};
int vlen = sizeof(vexs)/sizeof(vexs[]);
int elen = sizeof(edges)/sizeof(edges[]);
ListUDG *listudg1 = new ListUDG(vexs,vlen,edges,elen,weight);
listudg1->print();
listudg1->BFS();
listudg1->DFS();
listudg1->Dijkstra(listudg1,,pre,dist);
listudg1->trace(listudg1,,,pre);
return ;
} 运行结果如下 ListUDG
(a): (b)[] (d)[] (g)[]
(b): (a)[] (f)[]
(c): (d)[] (g)[]
(d): (a)[] (c)[] (f)[]
(e): (g)[]
(f): (b)[] (d)[] (g)[]
(g): (a)[] (c)[] (e)[] (f)[]
a b d g f c e
a b f d c g e
c<---g<---a