代码随想录算法训练营第十四天 | 层序遍历 10,226.翻转二叉树,101.对称二叉树 2
一、参考资料
层序遍历 10
题目链接/文章讲解/视频讲解:https://programmercarl.com/0102.%E4%BA%8C%E5%8F%89%E6%A0%91%E7%9A%84%E5%B1%82%E5%BA%8F%E9%81%8D%E5%8E%86.html
翻转二叉树 (优先掌握递归)
题目链接/文章讲解/视频讲解:https://programmercarl.com/0226.%E7%BF%BB%E8%BD%AC%E4%BA%8C%E5%8F%89%E6%A0%91.html
对称二叉树 (优先掌握递归)
题目链接/文章讲解/视频讲解:https://programmercarl.com/0101.%E5%AF%B9%E7%A7%B0%E4%BA%8C%E5%8F%89%E6%A0%91.html
二、层序遍历 10 - 以一打十系列
LeetCode102.二叉树的层序遍历
https://leetcode.cn/problems/binary-tree-level-order-traversal/description/
给你二叉树的根节点 root ,返回其节点值的 层序遍历 。 (即逐层地,从左到右访问所有节点)。
示例 1:(如上图)
输入:root = [3,9,20,null,null,15,7] 输出:[[3],[9,20],[15,7]]
示例 2:
输入:root = [1] 输出:[[1]]
示例 3:
输入:root = [] 输出:[]
提示:
树中节点数目在范围 [0, 2000] 内
-1000 <= Node.val <= 1000
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- // version 1:队列法
- vector<vector<int>> levelOrder(TreeNode* root) {
- queue<TreeNode*> que;
- vector<vector<int>> res;
- if (root != NULL) que.push(root);
- while(!que.empty()) {
-
- vector<int> vec;
- int size = que.size();
- for (int i = 0; i < size; i++) {
- TreeNode* node = que.front();
- que.pop();
- vec.push_back(node->val);
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- }
- res.push_back(vec);
- }
- return res;
- }
- };
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- // version2:递归版
- void order (TreeNode* cur, vector<vector<int>>& result, int depth) {
- if (cur == NULL) return ;
- if (result.size() == depth) result.push_back(vector<int>());
- result[depth].push_back(cur->val);
- order(cur->left, result, depth + 1);
- order(cur->right, result, depth + 1);
- }
- vector<vector<int>> levelOrder(TreeNode* root) {
- vector<vector<int>> result;
- int depth = 0;
- order(root, result, depth);
- return result;
- }
- };
- // 记忆中 递归法不是很理解呢
LeetCode107.二叉树的层次遍历II
https://leetcode.cn/problems/binary-tree-level-order-traversal-ii/description/
给你二叉树的根节点 root ,返回其节点值 自底向上的层序遍历 。 (即按从叶子节点所在层到根节点所在的层,逐层从左向右遍历)
示例 1:(如上图)
输入:root = [3,9,20,null,null,15,7] 输出:[[15,7],[9,20],[3]]
示例 2:
输入:root = [1] 输出:[[1]]
示例 3:
输入:root = [] 输出:[]
提示:
树中节点数目在范围 [0, 2000] 内
-1000 <= Node.val <= 1000
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- vector<vector<int>> levelOrderBottom(TreeNode* root) {
- queue<TreeNode*> que;
- vector<vector<int>> res;
- if (root != NULL) que.push(root);
- while (!que.empty()) {
- int size = que.size();
- vector<int> vec;
- for (int i = 0; i < size; i++) {
- TreeNode* node = que.front();
- que.pop();
- vec.push_back(node->val);
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- }
- res.push_back(vec);
- }
- reverse(res.begin(), res.end());
- return res;
- }
- };
LeetCode199.二叉树的右视图
https://leetcode.cn/problems/binary-tree-right-side-view/description/
给定一个二叉树的 根节点 root,想象自己站在它的右侧,按照从顶部到底部的顺序,返回从右侧所能看到的节点值。
示例 1:
输入: [1,2,3,null,5,null,4] 输出: [1,3,4]
示例 2:
输入: [1,null,3] 输出: [1,3]
示例 3:
输入: [] 输出: []
提示:
二叉树的节点个数的范围是 [0,100]
-100 <= Node.val <= 100
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- vector<int> rightSideView(TreeNode* root) {
- queue<TreeNode*> que;
- vector<int> res;
- if (root != NULL) que.push(root);
- while (!que.empty()) {
- int size = que.size();
- for (int i = 0; i < size; i++) {
- TreeNode* node = que.front();
- que.pop();
- if (i == (size - 1)) res.push_back(node->val);
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- }
- }
- return res;
- }
- };
LeetCode637.二叉树的层平均值
https://leetcode.cn/problems/average-of-levels-in-binary-tree/description/
给定一个非空二叉树的根节点 root , 以数组的形式返回每一层节点的平均值。与实际答案相差 10-5 以内的答案可以被接受。
示例 1:
输入:root = [3,9,20,null,null,15,7] 输出:[3.00000,14.50000,11.00000] 解释:第 0 层的平均值为 3,第 1 层的平均值为 14.5,第 2 层的平均值为 11 。 因此返回 [3, 14.5, 11] 。
示例 2:
输入:root = [3,9,20,15,7] 输出:[3.00000,14.50000,11.00000]
提示:
树中节点数量在 [1, 10^4] 范围内
-2^31 <= Node.val <= 2^31 - 1
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- vector<double> averageOfLevels(TreeNode* root) {
- queue<TreeNode*> que;
- vector<double> avg;
- if (root != NULL) que.push(root);
- while (!que.empty()) {
- int size = que.size();
- long sum = 0;
- for (int i = 0; i < size; i++) {
- TreeNode* node = que.front();
- que.pop();
- sum += node->val;
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- }
- avg.push_back(sum*1.0 / size);
- sum = 0;
- }
- return avg;
- }
- };
LeetCode429.N叉树的层序遍历
https://leetcode.cn/problems/binary-tree-right-side-view/description/
示例一图片:
示例二图片:
给定一个 N 叉树,返回其节点值的 层序遍历。(即从左到右,逐层遍历)。
树的序列化输入是用层序遍历,每组子节点都由 null 值分隔(参见示例)。
示例 1:
输入:root = [1,null,3,2,4,null,5,6] 输出:[[1],[3,2,4],[5,6]]
示例 2:
输入:root = [1,null,2,3,4,5,null,null,6,7,null,8,null,9,10,null,null,11,null,12,null,13,null,null,14] 输出:[[1],[2,3,4,5],[6,7,8,9,10],[11,12,13],[14]]
提示:
树的高度不会超过 1000
树的节点总数在 [0, 10^4] 之间
- /*
- // Definition for a Node.
- class Node {
- public:
- int val;
- vector<Node*> children;
- Node() {}
- Node(int _val) {
- val = _val;
- }
- Node(int _val, vector<Node*> _children) {
- val = _val;
- children = _children;
- }
- };
- */
-
- class Solution {
- public:
- vector<vector<int>> levelOrder(Node* root) {
- queue<Node*> que;
- vector<vector<int>> res;
- if (root != NULL) que.push(root);
- while (!que.empty()) {
- int size = que.size();
- vector<int> vec;
- for (int i = 0; i < size; i++){
- Node* node = que.front();
- que.pop();
- vec.push_back(node->val);
- // 将节点孩子加入队列
- for (int j = 0; j < node->children.size(); j++) {
- if (node->children[j]) que.push(node->children[j]);
- }
- }
- res.push_back(vec);
- }
- return res;
- }
- };
LeetCode515.在每个树行中找最大值
https://leetcode.cn/problems/find-largest-value-in-each-tree-row/description/
给定一棵二叉树的根节点 root ,请找出该二叉树中每一层的最大值。
示例1:
输入: root = [1,3,2,5,3,null,9] 输出: [1,3,9]
示例2:
输入: root = [1,2,3] 输出: [1,3]
提示:
二叉树的节点个数的范围是 [0,10^4]
-2^31 <= Node.val <= 2^31 - 1
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- vector<int> largestValues(TreeNode* root) {
- queue<TreeNode*> que;
- vector<int> res;
- if (root != NULL) que.push(root);
- while (!que.empty()) {
- int size = que.size();
- int maxValue = INT_MIN;
- for (int i = 0; i < size; i++) {
- TreeNode* node = que.front();
- que.pop();
- maxValue = node->val > maxValue ? node->val : maxValue;
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- }
- res.push_back(maxValue);
- }
- return res;
- }
- };
LeetCode116.填充每个节点的下一个右侧节点指针
https://leetcode.cn/problems/populating-next-right-pointers-in-each-node/description/
给定一个 完美二叉树 ,其所有叶子节点都在同一层,每个父节点都有两个子节点。二叉树定义如下:
struct Node { int val; Node *left; Node *right; Node *next; }
填充它的每个 next 指针,让这个指针指向其下一个右侧节点。如果找不到下一个右侧节点,则将 next 指针设置为 NULL。
初始状态下,所有 next 指针都被设置为 NULL。
示例 1:(如上图)
输入:root = [1,2,3,4,5,6,7] 输出:[1,#,2,3,#,4,5,6,7,#] 解释:给定二叉树如图 A 所示,你的函数应该填充它的每个 next 指针,以指向其下一个右侧节点,如图 B 所示。序列化的输出按层序遍历排列,同一层节点由 next 指针连接,'#' 标志着每一层的结束。
示例 2:
输入:root = [] 输出:[]
提示:
树中节点的数量在 [0, 2^12 - 1] 范围内
-1000 <= node.val <= 1000
进阶:
你只能使用常量级额外空间。
使用递归解题也符合要求,本题中递归程序占用的栈空间不算做额外的空间复杂度。
- /*
- // Definition for a Node.
- class Node {
- public:
- int val;
- Node* left;
- Node* right;
- Node* next;
- Node() : val(0), left(NULL), right(NULL), next(NULL) {}
- Node(int _val) : val(_val), left(NULL), right(NULL), next(NULL) {}
- Node(int _val, Node* _left, Node* _right, Node* _next)
- : val(_val), left(_left), right(_right), next(_next) {}
- };
- */
-
- class Solution {
- public:
- Node* connect(Node* root) {
- queue<Node*> que;
- if (root != NULL) que.push(root);
- while (!que.empty()){
- int size = que.size();
- Node* nodePre;
- Node* node;
- for (int i = 0; i < size; i++) {
- if (i == 0) {
- nodePre = que.front();
- que.pop();
- node = nodePre;
- } else {
- node = que.front();
- que.pop();
- nodePre->next = node;
- nodePre = nodePre->next;
- }
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- }
- nodePre->next = NULL;
- }
- return root;
- }
- };
LeetCode117.填充每个节点的下一个右侧节点指针II——代码和上个题一模一样
https://leetcode.cn/problems/populating-next-right-pointers-in-each-node-ii/description/
- /*
- // Definition for a Node.
- class Node {
- public:
- int val;
- Node* left;
- Node* right;
- Node* next;
- Node() : val(0), left(NULL), right(NULL), next(NULL) {}
- Node(int _val) : val(_val), left(NULL), right(NULL), next(NULL) {}
- Node(int _val, Node* _left, Node* _right, Node* _next)
- : val(_val), left(_left), right(_right), next(_next) {}
- };
- */
-
- class Solution {
- public:
- Node* connect(Node* root) {
- queue<Node*> que;
- if (root != NULL) que.push(root);
- while (!que.empty()) {
- int size = que.size();
- Node* nodePre;
- Node* node;
- for (int i = 0; i <size; i++) {
- if (i == 0) {
- nodePre = que.front();
- que.pop();
- node = nodePre;
- } else {
- node = que.front();
- que.pop();
- nodePre->next = node;
- nodePre = nodePre->next;
- }
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- }
- nodePre->next = NULL;
- }
- return root;
- }
- };
LeetCode104.二叉树的最大深度
https://leetcode.cn/problems/maximum-depth-of-binary-tree/description/
给定一个二叉树,找出其最大深度。
二叉树的深度为根节点到最远叶子节点的最长路径上的节点数。
说明: 叶子节点是指没有子节点的节点。
示例:
给定二叉树 [3,9,20,null,null,15,7],
3 / \ 9 20 / \ 15 7
返回它的最大深度 3 。
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- int maxDepth(TreeNode* root) {
- int depth = 0;
- if (root == NULL) return 0;
- queue<TreeNode*> que;
- que.push(root);
- while (!que.empty()) {
- int size = que.size();
- depth++;
- for (int i = 0; i < size; i++) {
- TreeNode* node = que.front();
- que.pop();
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- }
- }
- return depth;
- }
- };
LeetCode111.二叉树的最小深度
https://leetcode.cn/problems/minimum-depth-of-binary-tree/description/
给定一个二叉树,找出其最小深度。
最小深度是从根节点到最近叶子节点的最短路径上的节点数量。
说明:叶子节点是指没有子节点的节点。
示例 1:
输入:root = [3,9,20,null,null,15,7] 输出:2
示例 2:
输入:root = [2,null,3,null,4,null,5,null,6] 输出:5
提示:
树中节点数的范围在 [0, 105] 内
-1000 <= Node.val <= 1000
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- int minDepth(TreeNode* root) {
- if (root == NULL) return 0;
- int depth = 0;
- queue<TreeNode*> que;
- que.push(root);
- while (!que.empty()) {
- int size = que.size();
- depth++;
- for (int i = 0; i < size; i++) {
- TreeNode* node = que.front();
- que.pop();
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- if (!node->left && !node->right) {
- return depth;
- }
- }
- }
- return depth;
-
- }
- };
三、翻转二叉树 (优先掌握递归)
https://leetcode.cn/problems/invert-binary-tree/description/
给你一棵二叉树的根节点 root ,翻转这棵二叉树,并返回其根节点。
示例 1:(如上图)
输入:root = [4,2,7,1,3,6,9] 输出:[4,7,2,9,6,3,1]
示例 2:
输入:root = [2,1,3] 输出:[2,3,1]
示例 3:
输入:root = [] 输出:[]
提示:
树中节点数目范围在 [0, 100] 内
-100 <= Node.val <= 100
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- // version 1: 广度优先遍历
- TreeNode* invertTree(TreeNode* root) {
- queue<TreeNode*> que;
- if (root != NULL) que.push(root);
- while (!que.empty()) {
- int size = que.size();
- for (int i = 0; i < size; i++) {
- TreeNode* node = que.front();
- que.pop();
- swap (node->left, node->right);
- if (node->left) que.push(node->left);
- if (node->right) que.push(node->right);
- }
- }
- return root;
- }
- };
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- // version2: 递归法
- TreeNode* invertTree(TreeNode* root) {
- if (root == NULL) return root;
- swap(root->left, root->right); // 中
- invertTree(root->left); // 左
- invertTree(root->right); // 右
- return root;
- }
- };
-
- 或
- class Solution {
- public:
- // version2: 递归法
- TreeNode* invertTree(TreeNode* root) {
- if (root == NULL) return root;
-
- invertTree(root->left); // 左
- invertTree(root->right); // 右
- swap(root->left, root->right); // 中
- return root;
- }
- };
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- // version3: 迭代法 —— 使用栈
- TreeNode* invertTree(TreeNode* root) {
- if (root == NULL) return root;
- stack<TreeNode*> st;
- st.push(root);
- while (!st.empty()) {
- TreeNode* node = st.top(); // 中
- st.pop();
- swap(node->left, node->right);
- if (node->left) st.push(node->left);
- if (node->right) st.push(node->right);
- }
- return root;
- }
- };
-
- 或
-
- class Solution {
- public:
- // version3: 迭代法 —— 使用栈
- TreeNode* invertTree(TreeNode* root) {
- if (root == NULL) return root;
- stack<TreeNode*> st;
- st.push(root);
- while (!st.empty()) {
- TreeNode* node = st.top(); // 中
- st.pop();
- swap(node->left, node->right);
-
- if (node->right) st.push(node->right);
- if (node->left) st.push(node->left);
- }
- return root;
- }
- };
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- //version4:统一迭代法,这种写法记不住
- TreeNode* invertTree(TreeNode* root) {
- stack<TreeNode*> st;
- if (root != NULL) st.push(root);
- while (!st.empty()) {
- TreeNode* node = st.top();
- if (node != NULL) {
- st.pop();
- if (node->right) st.push(node->right); // 右
- if (node->left) st.push(node->left); // 左
- st.push(node); // 中
- st.push(NULL);
- } else {
- st.pop();
- node = st.top();
- st.pop();
- swap(node->left, node->right); // 节点处理逻辑
- }
- }
- return root;
- }
- };
四、对称二叉树 (优先掌握递归)
https://leetcode.cn/problems/symmetric-tree/description/
给你一个二叉树的根节点 root , 检查它是否轴对称。
示例 1:(如上图)
输入:root = [1,2,2,3,4,4,3] 输出:true
示例 2:
输入:root = [1,2,2,null,3,null,3] 输出:false
提示:
树中节点数目在范围 [1, 1000] 内
-100 <= Node.val <= 100
进阶:你可以运用递归和迭代两种方法解决这个问题吗?
- /**
- * Definition for a binary tree node.
- * struct TreeNode {
- * int val;
- * TreeNode *left;
- * TreeNode *right;
- * TreeNode() : val(0), left(nullptr), right(nullptr) {}
- * TreeNode(int x) : val(x), left(nullptr), right(nullptr) {}
- * TreeNode(int x, TreeNode *left, TreeNode *right) : val(x), left(left), right(right) {}
- * };
- */
- class Solution {
- public:
- bool compare(TreeNode* left, TreeNode* right) {
- // 首先排除空节点的情况
- if (left == NULL && right != NULL) return false;
- else if (left != NULL && right == NULL) return false;
- else if (left == NULL && right == NULL) return true;
- // 排除了空节点,再排除数值不相同的情况
- else if (left->val != right->val) return false;
-
- // 此时就是:左右节点都不为空,且数值相同的情况
- // 此时才做递归,做下一层的判断
- bool outside = compare(left->left, right->right); // 左子树:左、 右子树:右
- bool inside = compare(left->right, right->left); // 左子树:右、 右子树:左
- bool isSame = outside && inside; // 左子树:中、 右子树:中 (逻辑处理)
- return isSame;
-
- }
- bool isSymmetric(TreeNode* root) {
- if (root == NULL) return true;
- return compare(root->left, root->right);
- }
- };
迭代法:(还没掌握)
当日不写总结就忘记刷题时的真实感受了呜呜呜,继续补博客
刷题加油鸭~~


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