数据结构——二叉树(Binary Trees)
非线性数据结构
树的密度=结点数/高度
二叉树类
1 #pragma once 2 3 class stnode 4 { 5 public: 6 int nodeValue; // node data 7 8 stnode *left, *right, *parent; // child pointers and pointer to the node's parent 9 10 // constructor 11 stnode (const int item, stnode *lptr = NULL, stnode*rptr = NULL, stnode *pptr = NULL): 12 nodeValue(item), left(lptr), right(rptr), parent(pptr) 13 {} 14 }; 15 16 class stree 17 { 18 public: 19 stree(); // constructor. initialize root to NULL and size to 0 20 ~stree(); // destructor 21 bool insert(const int item); 22 void Output(); 23 24 private: 25 stnode *root; // pointer to tree root 26 int treeSize; // number of elements in the tree 27 stnode *creatSTNode(const int item, stnode *lptr, stnode *rptr, stnode*pptr); 28 }; 29 30 stnode * stree::creatSTNode (const int item, stnode *lptr, stnode *rptr, stnode *pptr) 31 { 32 stnode*newNode; 33 34 // initialize the data and all pointers 35 newNode = new stnode (item, lptr, rptr, pptr); 36 37 return newNode; 38 }
完全二叉树(complete tree):
所有非叶子节点有两个子结点或一个左子结点。按从左到右顺序建树。
包含n个元素的完全二叉树 h=(int)(log2(n))
遍历:
1、层次遍历
按层从左到右遍历。
1 //层序遍历二叉树 2 void stree::LevelByLevel(stnode *root) 3 { 4 std::queue<stnode*> q;//建队 5 q.push(root);//根节点入队 6 stnode *cur; 7 while(!q.empty()) 8 { 9 cur=q.front(); //获得队列的首元素 10 q.pop(); //首元素出队 11 temp.Format("%d ",cur->nodeValue); //输出结点的值 12 str+=temp; 13 14 if(cur->left!=NULL) //若结点的左子树不空 15 { 16 q.push(cur->left); 17 } 18 if(cur->right!=NULL)//若结点的右子树不空 19 { 20 q.push(cur->right); 21 } 22 } 23 }
2、中序遍历(LDR)
先访问左结点数据,直到左节点为空则访问中间(父结点)数据,再访问右子结点数据。
盗一张百度的图:
3、前序遍历(DLR)
先访问父结点数据,再访问左子结点,最后右子结点。到达即访问,根结点在遍历的第一个。
上图的前序遍历结果为:ABDGJEHCFI
4、后序遍历(LRD)
先访问左子结点数据,再访问右子结点,最后父结点。根结点在遍历的最后一个。
上图的前序遍历结果为:JGDHEBIFCA
树的递归
1、递归遍历叶子结点
void CountLeaf(tnode<T> *t,int &count) { if(t!=NULL) { if(t->left==NULL&&t->right==NULL) count++; CountLeaf(t->left,count); CountLeaf(t->right,count); } }
2、树的高度
1 int depth(tnode<T> *t) 2 { 3 int depthleft,depthright,depthval; 4 if(t==NULL) 5 depthval=-1; 6 else 7 { 8 depthleft=depth(t->left); 9 depthright=depth(t->right); 10 depthval=1+(depthleft>depthright? depthleft:depthright); 11 } 12 return depthval; 13 }
3、删除整树
1 void deleteTree(tnode<T> *t) 2 { 3 if(t!=NULL) 4 { 5 deleteTree(t->left); 6 deleteTree(t->right); 7 delete t; 8 } 9 }
树形输出:
1 #include <iomanip> // for setw() 2 #include <strstream> // for format conversion 3 #include <string> // node data formatted as a string 4 #include <queue> 5 #include <utility> 6 7 using namespace std; 8 9 class tnodeShadow 10 { 11 public: 12 string nodeValueStr; // formatted node value 13 int level,column; 14 tnodeShadow *left, *right; 15 16 tnodeShadow () 17 {} 18 };
/* tnodeShadow *buildShadowTree(AVLnode *t, int level, int& column); void displayTree(int maxCharacters); void deleteShadowTree(tnodeShadow *t); */ tnodeShadow *AVLtree::buildShadowTree(AVLnode *t, int level, int& column) { tnodeShadow *newNode = NULL; char text[80]; ostrstream ostr(text,80); if (t != NULL) { newNode = new tnodeShadow; tnodeShadow *newLeft = buildShadowTree(t->left, level+1, column); newNode->left = newLeft; ostr << t->nodeValue << ends; newNode->nodeValueStr = text; newNode->level = level; newNode->column = column; column++; tnodeShadow *newRight = buildShadowTree(t->right, level+1, column); newNode->right = newRight; } return newNode; } void AVLtree::displayTree(int maxCharacters) { string label; int level = 0, column = 0; int colWidth = maxCharacters + 1; int currLevel = 0, currCol = 0; if (treeSize == 0) return; tnodeShadow *shadowRoot = buildShadowTree(root, level, column); tnodeShadow *currNode; queue<tnodeShadow *> q; q.push(shadowRoot); while(!q.empty()) { currNode = q.front(); q.pop(); if (currNode->level > currLevel) { currLevel = currNode->level; currCol = 0; cout << endl; } if(currNode->left != NULL) q.push(currNode->left); if(currNode->right != NULL) q.push(currNode->right); if (currNode->column > currCol) { cout << setw((currNode->column-currCol)*colWidth) << " "; currCol = currNode->column; } cout << setw(colWidth) << currNode->nodeValueStr; currCol++; } cout << endl; deleteShadowTree(shadowRoot); } void AVLtree::deleteShadowTree(tnodeShadow *t) { if (t != NULL) { deleteShadowTree(t->left); deleteShadowTree(t->right); delete t; } }