树的常见算法&图的DFS和BFS
树及二叉树:
树:(数据结构中常见的树)
树的定义
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" alt="" width="635" height="162" />
树的存储:下面介绍三种不同的树的表示法:双亲表示法,、孩子表示法,、孩子兄弟表示法。
- 双亲表示法
我们假设以一组连续空间存储树的结点,同时在每个结点中,附设一个指示器指向其双亲结点到链表中的位置。也就是说每个结点除了知道自己之外还需要知道它的双亲在哪里。
它的结构特点是如图所示:
以下是我们的双亲表示法的结构定义代码:
/*树的双亲表示法结点结构定义 */
#define MAXSIZE 100
typedef int ElemType; //树结点的数据类型,暂定为整形
typedef struct PTNode //结点结构
{
ElemType data; //结点数据
int parent; //双亲位置
}PTNode; typedef struct
{
PTNode nodes[MAXSIZE]; //结点数组
int r,n; //根的位置和结点数
}PTree;孩子表示法
换一种不同的考虑方法。由于每个结点可能有多棵子树,可以考虑使用多重链表,即每个结点有多个指针域,其中每个指针指向一棵子树的根结点,我们把这种方法叫做多重链表表示法。不过树的每个结点的度,也就是它的孩子个数是不同的。所以可以设计两种方案来解决。
方案一:
一种是指针域的个数就等于树的度(树的度是树的各个结点度的最大值)
其结构如图所示:
不过这种结构由于每个结点的孩子数目不同,当差异较大时,很多结点的指针域就都为空,显然是浪费空间的,不过若树的各结点度相差很小时,那就意味着开辟的空间都被利用了,这时这种缺点反而变成了优点。
方案二:
第二种方案是每个结点指针域的个数等于该结点的度,我们专门取一个位置来存储结点指针域的个数。
其结构如图所示:
这种方法克服了浪费空间的缺点,对空间的利用率是很高了,但是由于各个结点的链表是不相同的结构,加上要维护结点的度的数值,在运算上就会带来时间上的损耗。
能否有更好的方法呢,既可以减少空指针的浪费,又能是结点结构相同。
说到这大家肯定就知道是有的麦,那就是孩子表示法。
具体办法是,把每个结点的孩子排列起来,以单链表做存储结构,则n个结点有n个孩子链表,如果是叶子结点则此单链表为空。然后n个头指针有组成一个线性表,采用顺序存储结构,存放进入一个一维数组中。
为此,设计两种结点结构,
一个是孩子链表的孩子结点,如下所示:
其中child是数据域,用来存储某个结点在表头数组中的下标。next是指针域,用来存储指向某结点的下一个孩子结点的指针。
另一个是表头结点,如下所示:
其中data是数据域,存储某结点的数据信息。firstchild是头指针域,存储该结点的孩子链表的头指针。
以下是孩子表示法的结构定义代码:
/*树的孩子表示法结点结构定义 */
#define MAXSIZE 100
typedef int ElemType; //树结点的数据类型,暂定为整形
typedef struct CTNode //孩子结点
{
int child;
struct CTNode *next;
}*ChildPtr; typedef struct //表头结构
{
ElemType data;
ChildPtr firstchild;
}CTBox;
typedef struct //树结构
{
CTBox nodes[MAXSIZE]; //结点数组
int r,n; //根结点的位置和结点数
}CTree;3、孩子兄弟表示法
我们发现,任意一颗树,它的结点的第一个孩子如果存在就是的,它的右兄弟如果存在也是唯一的。因此,我们设置两个指针,分别指向该结点的第一个孩子和此结点的右兄弟。
其结点结构如图所示:
以下是孩子兄弟表示法的结构定义代码:
/*树的孩子兄弟表示法结构定义 */
typedef struct CSNode
{
ElemType data;
struct CSNode *firstchild, *rightsib;
}CSNode, *CSTree;
二叉树:
二叉树的定义就不赘述了,这里提供二叉树几种常见的算法:
- 建树(根据数组建树)
- 先、中、后序遍历二叉树
- 层序遍历二叉树
- 求二叉树的宽度、高度
- 判断一棵树是否为另一克二叉树的子树
- 根据前序、中序遍历重建二叉树
#include <iostream>
#include <vector>
#include <queue>
using namespace std; struct TreeNode {
int val;
TreeNode* left;
TreeNode* right;
TreeNode(int val) :val(val) {};
};
//建立二叉树
void CreateTree(TreeNode* &T,int a[],int len,int index) {
if (index > len)
return;
TreeNode* root = new TreeNode(a[index]);
root->left = NULL;
root->right = NULL;
CreateTree(root->left, a, len, index * + );
CreateTree(root->right, a, len, index * + );
} TreeNode* CreateTree_2(int a[], int len, int index) {
if (index > len)
return NULL;
TreeNode* root = new TreeNode(a[index]);
root->left = CreateTree_2(a, len, * index + );
root->right = CreateTree_2(a, len, * index + );
return root;
}
//先序遍历
void PreOrder(TreeNode* root) {
if (!root)
return;
else {
cout << root->val;
PreOrder(root->left);
PreOrder(root->right);
}
return;
}
//中序遍历
void InOrder(TreeNode* root) {
if (!root)
return;
else {
InOrder(root->left);
cout << root->val;
InOrder(root->right);
}
return;
}
//后序遍历
void PostOrder(TreeNode* root) {
if (!root)
return;
else {
PostOrder(root->left);
PostOrder(root->right);
cout << root->val;
}
return;
}
//层序遍历并计算宽度
int LevelOrder(TreeNode* root) {
if (root == NULL)
return;
queue<TreeNode*> q1;
q1.push(root);
int cursize = ,maxsize=;
while (!q1.empty()) {
TreeNode* tmp = q1.front();
q1.pop();
cursize--;
cout << tmp->val;
if (tmp->left != NULL)
q1.push(tmp->left);
if (tmp->right != NULL)
q1.push(tmp->right);
if (cursize == ) {
cursize = q1.size();
maxsize = cursize > maxsize ? cursize : maxsize;
}
}
return maxsize;
} //计算树的高度
int HeightTree(TreeNode* root) {
if (root == NULL)
return ;
int left = , right = ;
if (root->left != NULL)
left = HeightTree(root->left) + ;
if (root->right != NULL)
right = HeightTree(root->right) + ;
return left > right ? left : right;
} //根据前序和中序重建二叉树
TreeNode* RebuildTree(vector<int>& preorder, vector<int>::iterator& i, vector<int>& inorder, vector<int>::iterator start, vector<int>::iterator end) {
if (preorder.size() == || inorder.size() == || start == end)
return NULL;
vector<int>::iterator j = find(start, end, *i);
if (j == end)
return NULL;
TreeNode* root = new TreeNode(*i++);
root->left = RebuildTree(preorder, i, inorder, start, j);
root->right = RebuildTree(preorder, i, inorder, j + , end);
return root;
}
TreeNode* buildTree(vector<int>& preorder, vector<int>& inorder) {
auto i = preorder.begin();
return RebuildTree(preorder, i, inorder, inorder.begin(), inorder.end());
}
//
图
关于图的搜索有两种:广度优先(bfs)深度优先 (dfs)。
以下图为例:
深度优先的基本思想简单说就是搜到底,重新搜。从v0为起点进行搜索,如果被访问过,则做一个标记,直到与v0想连通的点都被访问一遍,如果这时,仍然有点没被访问,可以从中选一个顶点,进行再一次的搜索,重复上述过程,所以深度优先的过程也是递归的过程。
深度优先访问的结果是:0->1->3->7->4->2->5->6
广度优先的基本思想是,从顶点v0出发,访问与v0相邻的点,访问结束后,再从这些点出发,继续访问,直到访问结束为止。标记被访问过的点同深搜一下,不过,广度优先一般需要用到队列。
上图广度优先的结果:0->1->2->3->4->5->6->7
#include<cstdio>
#include<iostream>
#include<cstring>
#include<algorithm>
#include<queue>
#include<stack>
#define maxn 100
using namespace std; typedef struct
{
int edges[maxn][maxn]; //邻接矩阵
int n; //顶点数
int e; //边数
}MGraph; bool vis[maxn]; //标记顶点是否被访问过
void createGraph(MGraph &G) //用引用做参数
{
int i,j;
int s,t; //存储顶点的编号
int v; //存储边的权值
for(i=;i<G.n;i++) //初始化
{
for(j=;j<G.n;j++)
{
G.edges[i][j] = ;
}
vis[i] = false;
}
for(i = ;i<G.e;i++) //对邻接矩阵的边赋值
{
scanf("%d%d%d",&s,&t,&v); //输入边顶点的编号以及权值
G.edges[s][t] = v;
}
}
void dfs(MGraph G,int v)
{
int i;
printf("%d ",v); //访问结点v
vis[v] = true;
for(int i = ;i<G.n;i++) //访问与v相邻且未被访问过的结点
{
if(G.edges[v][i]!=&&vis[i]==false)
{
dfs(G,i);
}
}
}
void dfs1(MGraph G,int v) //非递归实现(用到了栈,其实在递归的实现过程,仍是用到了栈,所以。。。)
{
stack<int> s;
printf("%d",v); //访问初始的结点
vis[v]=true;
s.push(v); //入栈
while(!s.empty())
{
int i,j;
i=s.top(); //取栈顶顶点
for(j=;j<G.n;j++) //访问与顶点i相邻的顶点
{
if(G.edges[i][j]!=&&vis[j]==false)
{
printf("%d ",j); //访问
vis[j]=true;
s.push(j); //访问完后入栈
break; //找到一个相邻未访问的顶点,访问之后跳出循环
}
}
if(j==G.n) //如果与i相邻的顶点都被访问过,则将顶点i出栈
s.pop();
}
}
void bfs(MGraph G,int v)
{
queue<int> Q;
printf("%d",v);
vis[v] = true;
Q.push(v);
while(!Q.empty())
{
int i,j;
i = Q.front(); //取队首顶点
Q.pop();
for(j=;j<G.n;j++) //广度遍历
{
if(G.edges[i][j]!=&&vis[j]==false)
{
printf("%d",j);
vis[j]=true;
Q.push(j);
}
}
}
}
int main()
{
int n,e; //建图的顶点数和边数
while(scanf("%d%d",&n,&e)==&&n>)
{
MGraph G;
G.n = n;
G.e = e;
createGraph(G);
dfs(G,);
printf("\n");
// dfs1(G,0);
// printf("\n");
// bfs(G,0);
// printf("\n"); } return ;
}
/*测试数据:
8 9
0 1 1
1 3 1
1 4 1
3 7 1
4 7 1
0 2 1
2 5 1
5 6 1
2 6 1
*/
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