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  • 动态查找之二叉树查找 c++实现

    算法思想

    二叉搜索树(又称二叉查找树或二叉排序树)BST树

    二叉查找树

      二叉查找树,也称二叉搜索树,或二叉排序树。其定义也比较简单,要么是一颗空树,要么就是具有如下性质的二叉树:

    (1)若任意节点的左子树不空,则左子树上所有结点的值均小于它的根结点的值;

    (2) 若任意节点的右子树不空,则右子树上所有结点的值均大于它的根结点的值;

    (3) 任意节点的左、右子树也分别为二叉查找树;

    (4) 没有键值相等的节点。

    二叉查找树的性质总结: 

    a.二叉查找树还有一个性质,即对二叉查找树进行中序遍历,即可得到有序的数列。

    ​b.二叉查找树的查询复杂度,和二分查找一样,插入和查找的时间复杂度均为 O(logn) ,但是在最坏的情况下仍然会有 O(n) 的时间复杂度。原因在于插入和删除元素的时候,树没有保持平衡。

    具体实现:

      1 /****
      2 * BinarySortTree.
      3 *
      4 ****/
      5 #include"stdafx.h"
      6 #include <iostream>
      7 #include<queue>
      8 using namespace std;
      9 typedef struct node
     10 {
     11     int elem;
     12     struct node* leftchild;
     13     struct node* rightchild;
     14 }BitNode,*BinTree;
     15 //insert binary tree function
     16 BinTree Insert_BinaryTree(BinTree &bt,int key)
     17 {
     18     if (bt == 0)
     19     {
     20         bt = new BitNode;
     21         bt->elem = key;
     22         bt->leftchild = 0;
     23         bt->rightchild = 0;
     24         return bt;
     25     }
     26     if (key < bt->elem)
     27     {
     28         bt->leftchild = Insert_BinaryTree(bt->leftchild,key);
     29     }
     30     else
     31     {
     32         bt->rightchild = Insert_BinaryTree(bt->rightchild, key);
     33     }
     34     return bt;
     35 }
     36 //for one search binary tree function
     37 int Search_BinaryTree(BinTree &bt,int key)
     38 {
     39     if (bt == 0) return 0;
     40     if (bt->elem == key) return 1;
     41     
     42     if (key < bt->elem)
     43     {
     44         return Search_BinaryTree(bt->leftchild,key);
     45     }
     46     else
     47     {
     48         return Search_BinaryTree(bt->rightchild, key);
     49     }
     50 }
     51 // for another one search binary tree function
     52 int Search_BinaryTree(BinTree &bt, int key, BitNode ** p, BitNode** pf)
     53 {
     54     *p = bt;
     55     *pf = 0;
     56     while (*p != 0)
     57     {
     58         if ((*p)->elem == key)
     59             return 1;
     60         if ((*p)->elem > key)
     61         {
     62             *pf =*p;
     63             *p = (*p)->leftchild;
     64         }
     65         else
     66         {
     67             *pf = *p;
     68             *p = (*p)->rightchild;
     69         }
     70     }
     71     return 0;
     72 }
     73 //delete binary tree function
     74 int Delete_BinaryTree(BinTree *bt,int key)
     75 {
     76     BitNode *p=*bt;
     77     BitNode *pf=0;
     78     int findflag;
     79     if (bt == 0) return 0;
     80     findflag = Search_BinaryTree(*bt,key,&p,&pf);
     81     if (findflag == 0) return 0;
     82 //删除的节点是叶子节点
     83     if (p->leftchild == 0 && p->rightchild == 0)
     84     {
     85         if (pf == 0)
     86         {
     87             delete bt;
     88             bt = 0;
     89             return 1;
     90         }
     91         if (p == pf->leftchild)
     92         {
     93             pf->leftchild = 0;
     94             delete p;
     95             p = 0;
     96             return 1;
     97         }
     98         else
     99         {
    100             pf->rightchild = 0;
    101             delete p;
    102             p = 0;
    103             return 1;
    104         }
    105     }
    106     //删除的节点只有一个子节点
    107     if (p->leftchild == 0)
    108     {
    109         if (pf = 0)
    110         {
    111             *bt = p->rightchild;
    112             delete p;
    113             return 1;
    114         }
    115         if(p==pf->leftchild)
    116         {
    117             pf->leftchild = p->rightchild;
    118             delete p;
    119             return 1;
    120         }
    121         else
    122         {
    123             pf->rightchild = p->rightchild;
    124             delete p;
    125             return 1;
    126         }
    127     }
    128 
    129     if (p->rightchild == 0)
    130     {
    131         if (p == pf->leftchild)
    132         {
    133             pf->leftchild = p->leftchild;
    134             delete p;
    135             return 1;
    136         }
    137         if (p == pf->rightchild)
    138         {
    139             pf->rightchild = p->leftchild;
    140             delete p;
    141             return 1;
    142         }
    143     }
    144     //3.删除的节点含有两个子节点
    145     BitNode * prf = p;
    146     BitNode * pr = p->rightchild;
    147     while (pr->leftchild != 0)
    148     {
    149         prf = pr;
    150         pr = pr->leftchild;
    151     }
    152     if(prf == p)
    153     {
    154         p->elem = pr->elem;
    155         prf->rightchild = pr->rightchild;
    156     }
    157     else
    158     {
    159         p->elem = pr->elem;
    160         prf->leftchild = pr->rightchild;
    161     }
    162     delete pr;
    163     return 1;
    164 
    165 }
    166 
    167 //print binary tree function
    168 void printTree(BitNode * bt)
    169 {
    170     queue<BitNode*> q;
    171     q.push(bt);
    172     while (!q.empty())
    173     {
    174         BitNode* p = q.front(); q.pop();
    175         if (p)
    176         {
    177             cout << p->elem << "->";
    178             q.push(p->leftchild);
    179             q.push(p->rightchild);
    180         }
    181     }
    182     cout << endl;
    183 }
    184 //test  function
    185 int main()
    186 {
    187     int a[10] = { 12, 52, 65, 84, 63, 14, 68, 69, 99,77 };
    188 
    189     // initialization and creat the Binary Sort Tree.
    190     BinTree bt = 0;
    191     for (int i = 0; i < 10; i++)
    192     {
    193         bt = Insert_BinaryTree(bt, a[i]);
    194     }
    195     printTree(bt);
    196     //search start.
    197     cout << Search_BinaryTree(bt, 14) << endl;
    198     cout << Search_BinaryTree(bt, 55) << endl;
    199 
    200     //delete start.
    201     cout << Delete_BinaryTree(&bt, 14) << endl;
    202 
    203     //search 14 again.
    204     cout << Search_BinaryTree(bt, 14) << endl;
    205     printTree(bt);
    206     system("pause");
    207     return 0;
    208 }

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  • 原文地址:https://www.cnblogs.com/mydomain/p/11201219.html
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