目录
1.二叉树链式结构及实现
1.1二叉树的遍历
1.1.1前序、中序以及后序遍历
1.1.2层序遍历
2.二叉树链式结构的实现
1.二叉树链式结构及实现
1.1二叉树的遍历
1.1.1前序、中序以及后序遍历
二叉树遍历(Traversal)是按照某种特定的规则,依次对二叉树中的节点进行相对应的操作,并且每个节点只操作一次。访问节点所做的操作依赖于具体的应用问题。遍历是二叉树上最重要的运算之一,也是二叉树上进行其它运算的基础。
按照规则,二叉树的遍历有:前序/中序/后序的递归结构遍历:
1.前序遍历:(Preorder Traversal亦称先序遍历) 访问根节点的操作发生在遍历其左右子树之前。
根 左子 树右子树
2.中序遍历:(Inorder Traversal) 访问根节点的操作发生在遍历其左右子树中间。
左子树 根 右子树
3.后序遍历:(Postorder Traversal) 访问根节点的操作发生在遍历其左右子树之后。
左子树 右子树 根
由于被访问的节点必是某子树的根,所以N(Node)、L(Left subtree)和(Right subtree)又可解释为根、根的左子树和根的右子树。NLR、LNR和LRN又分别称为先根遍历、中根遍历和后根遍历。
#include
#include
#include
typedef int BTDataType;
//二叉树结构
typedef struct BinaryTreeNode
{
struct BinaryTreeNode* left;
struct BinaryTreeNode* right;
BTDataType data;
}BTNode;
//构建节点
BTNode* BuyBTNode(BTDataType x)
{
BTNode* node = (BTNode*)malloc(sizeof(BTNode));
if (node == NULL)
{
printf("malloc failn");
exit(-1);
}
node->data = x;
node->left = node->right = NULL;
return node;
}
//建立二叉树
BTNode* CreatBinaryTree()
{
BTNode* node1 = BuyBTNode(1);
BTNode* node2 = BuyBTNode(2);
BTNode* node3 = BuyBTNode(3);
BTNode* node4 = BuyBTNode(4);
BTNode* node5 = BuyBTNode(5);
BTNode* node6 = BuyBTNode(6);
node1->left = node2;
node1->right = node4;
node2->left = node3;
node4->left = node5;
node4->right = node6;
return node1;
}
//前序遍历
void PrevOrder(BTNode* root)
{
if (root == NULL)
{
printf("N ");
return;
}
printf("%d ", root->data);
PrevOrder(root->left);
PrevOrder(root->right);
}
//中序遍历
void InOrder(BTNode* root)
{
if (root== NULL)
{
printf("N ");
return;
}
InOrder(root->left);
printf("%d ", root->data);
InOrder(root->right);
}
//后序遍历
void PostOrder(BTNode* root)
{
if (root == NULL)
{
printf("N ");
return;
}
PostOrder(root->left);
PostOrder(root->right);
printf("%d ", root->data);
}
int main()
{
BTNode* tree = CreatBinaryTree();
PrevOrder(tree);
printf("n");
InOrder(tree);
printf("n");
PostOrder(tree);
return 0;
}
1.1.2层序遍历
深度优先遍历(DFS):前序遍历、中序遍历、后序遍历
广度优先遍历(BFS):层序遍历
层序遍历:除了先序遍历、中序遍历、后序遍历外,还可以对二叉树进行层序遍历。设二叉树的根节点所在层数为1,层序遍历就是从所在二叉树的根节点出发,首先访问第一层的根节点,然后从左到右访问第二层上的节点,接着是第三层节点。以此类推,自上而下,自左至右逐层访问树的节点的过程就是层序遍历。
1.先把根入队列,借助队列先进先出的性质。
2.上一层的节点出的时候,带下一层的节点进去。
//Queue.h
//Queue.c
//层序遍历
void LevelOrder(BTNode* root)
{
Queue q;
QueueInit(&q);
if (root)
{
QueuePush(&q, root);
}
while (!QueueEmpty(&q))
{
BTNode* front = QueueFront(&q);
QueuePop(&q);
printf("%d ", front->data);
if (front->left)
{
QueuePush(&q, front->left);
}
if (front->right)
{
QueuePush(&q, front->right);
}
}
printf("n");
QueueDestory;
}
2.二叉树链式结构的实现
#include
#include
#include
#include
#include "Queue.h"
typedef int BTDataType;
typedef struct BinaryTreeNode
{
BTDataType data;
struct BinaryTreeNode* left;
struct BinaryTreeNode* right;
}BTNode;
//建立节点
BTNode* BuyBTNode(BTDataType x)
{
BTNode* node = (BTNode*)malloc(sizeof(BTNode));
if (node == NULL)
{
printf("malloc failn");
exit(-1);
}
node->data = x;
node->left = node->right = NULL;
return node;
}
BTNode* CreatBinaryTree()
{
BTNode* node1 = BuyBTNode(1);
BTNode* node2 = BuyBTNode(2);
BTNode* node3 = BuyBTNode(3);
BTNode* node4 = BuyBTNode(4);
BTNode* node5 = BuyBTNode(5);
BTNode* node6 = BuyBTNode(6);
node1->left = node2;
node1->right = node4;
node2->left = node3;
node4->left = node5;
node4->right = node6;
return node1;
}
int BTreeDepth(BTNode* root)
{
if (root == NULL)
return 0;
return BTreeDepth(root->left) > BTreeDepth(root->right) ? BTreeDepth(root->left) + 1 : BTreeDepth(root->right) + 1;
}
// 通过前序遍历的数组"ABD##E#H##CF##G##"构建二叉树
BTNode* BinaryTreeCreate(BTDataType* a, int* pi)
{
if (a[*pi] == '#')
{
(*pi)++;
return NULL;
}
BTNode* root = (BTNode*)malloc(sizeof(BTNode));
root->data = a[(*pi)++];
root->left = CreatBTree(a, pi);
root->right = CreatBTree(a, pi);
return root;
}
//二叉树销毁
void BTreeDestory(BTNode* root)
{
if (root == NULL)
return;
BTreeDestory(root->left);
BTreeDestory(root->right);
free(root);
}
//二叉树节点个数
int BTreeSize(BTNode* root)
{
if (root == NULL)
return 0;
return BTreeSize(root->left) + BTreeSize(root->right) + 1;
//return root == NULL ? 0 : BTreeSize(root->left) + BTreeSize(root->right) + 1;
}
//二叉树叶子节点个数
int BTreeLeafSize(BTNode* root)
{
//遍历 + 技术
//分治
if (root == NULL)
return 0;
if (root->left == NULL && root->right == NULL)
return 1;
return BTreeLeafSize(root->left) + BTreeLeafSize(root->right);
}
//二叉树第k层节点个数
int BTreeKLevelSize(BTNode* root, int k)
{
assert(k >= 1);
if (root == NULL)
return 0;
if (k == 1)
return 1;
return BTreeKLevelSize(root->left, k - 1) + BTreeKLevelSize(root->right, k - 1);
}
//二叉树查找值为x的节点
BTNode* BinaryTreeFind(BTNode* root, BTDataType x)
{
if (root == NULL)
return NULL;
if (root->data == x)
return root;
BTNode* ret1 = BinaryTreeFind(root->left, x);
if (ret1)
return ret1;
BTNode* ret2 = BinaryTreeFind(root->right, x);
if (ret2)
return ret2;
return NULL;
}
//前序遍历
void PrevOrder(BTNode* root)
{
if (root == NULL)
{
printf("N ");
return;
}
printf("%d ", root->data);
PrevOrder(root->left);
PrevOrder(root->right);
}
//中序遍历
void InOrder(BTNode* root)
{
if (root == NULL)
{
printf("N ");
return;
}
InOrder(root->left);
printf("%d ", root->data);
InOrder(root->right);
}
//后序遍历
void PostOrder(BTNode* root)
{
if (root == NULL)
{
printf("N ");
return;
}
PostOrder(root->left);
PostOrder(root->right);
printf("%d ", root->data);
}
//层序遍历
void LevelOrder(BTNode* root)
{
Queue q;
QueueInit(&q);
if (root)
{
QueuePush(&q, root);
}
while (!QueueEmpty(&q))
{
BTNode* front = QueueFront(&q);
QueuePop(&q);
printf("%d ", front->data);
if (front->left)
{
QueuePush(&q, front->left);
}
if (front->right)
{
QueuePush(&q, front->right);
}
}
printf("n");
QueueDestory;
}
//判断二叉树是否是完全二叉树
int BTreeComplete(BTNode* root)
{
Queue q;
QueueInit(&q);
if (root)
{
QueuePush(&q, root);
}
while (!QueueEmpty(&q))
{
BTNode* front = QueueFront(&q);
QueuePop(&q);
if (front == NULL)
break;
QueuePush(&q, front->left);
QueuePush(&q, front->right);
}
int ret = true;
while (!QueueEmpty(&q))
{
if (QueueFront(&q))
{
ret = false;
break;
}
QueuePop(&q);
}
QueueDestory(&q);
return ret;
}
int main()
{
BTNode* tree = CreatBinaryTree();
printf("%dn", BTreeSize(tree));
printf("%dn", BTreeLeafSize(tree));
printf("%dn", BTreeKLevelSize(tree, 100));
printf("%dn", BTreeDepth(tree));
return 0;
}