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Add solution posts for leetcode 36 and 38.
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---
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title: leetcode36 有效的数独【中等难度】|极客学长
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tags:
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- leetcode
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- 学习笔记
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- 算法
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---
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### [36. 有效的数独](https://leetcode-cn.com/problems/valid-sudoku/)
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### 英文题目: Valid sudoku
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<table> <tr> <td bgcolor=white width=auto>&nbsp;&nbsp;难度: </td> <td bgcolor=#F0AD4E width=auto><font color=white>中等</font></td> </tr></table>
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请你判断一个 `9x9` 的数独是否有效。只需要 **根据以下规则** ,验证已经填入的数字是否有效即可。
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1. 数字 `1-9` 在每一行只能出现一次。
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2. 数字 `1-9` 在每一列只能出现一次。
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3. 数字 `1-9` 在每一个以粗实线分隔的 `3x3` 宫内只能出现一次。(请参考示例图)
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数独部分空格内已填入了数字,空白格用 `'.'` 表示。
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**注意:**
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- 一个有效的数独(部分已被填充)不一定是可解的。
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- 只需要根据以上规则,验证已经填入的数字是否有效即可。
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**示例 1:**
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![img](https://cdn.jsdelivr.net/gh/dbdgs/dbdgs.github.io/docs/.vuepress/public/img/sudu0.png)
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```
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输入:board =
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[["5","3",".",".","7",".",".",".","."]
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,["6",".",".","1","9","5",".",".","."]
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,[".","9","8",".",".",".",".","6","."]
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,["8",".",".",".","6",".",".",".","3"]
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,["4",".",".","8",".","3",".",".","1"]
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,["7",".",".",".","2",".",".",".","6"]
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,[".","6",".",".",".",".","2","8","."]
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,[".",".",".","4","1","9",".",".","5"]
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,[".",".",".",".","8",".",".","7","9"]]
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输出:true
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```
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**示例 2:**
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```
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输入:board =
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[["8","3",".",".","7",".",".",".","."]
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,["6",".",".","1","9","5",".",".","."]
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,[".","9","8",".",".",".",".","6","."]
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,["8",".",".",".","6",".",".",".","3"]
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,["4",".",".","8",".","3",".",".","1"]
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,["7",".",".",".","2",".",".",".","6"]
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,[".","6",".",".",".",".","2","8","."]
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,[".",".",".","4","1","9",".",".","5"]
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,[".",".",".",".","8",".",".","7","9"]]
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输出:false
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解释:除了第一行的第一个数字从 5 改为 8 以外,空格内其他数字均与 示例1 相同。 但由于位于左上角的 3x3 宫内有两个 8 存在, 因此这个数独是无效的。
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```
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**提示:**
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- `board.length == 9`
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- `board[i].length == 9`
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- `board[i][j]` 是一位数字或者 `'.'`
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<br/>
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## 分析
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### 方法1、蛮力直接法
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使用set,
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对于行遍历: 每一行中, isValid: unique的数字数量+'.'的数量 = 9,
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对于列遍历:每一列中, isValid: unique的数字数量+'.'的数量 = 9,
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对于box遍历:每个3行3列九宫格中,isValid: unique的数字数量+'.'的数量 = 9。
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<br/>
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已AC代码:
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```cpp
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class Solution {
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public:
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bool isValidSudoku(vector<vector<char>> &board)
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{
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bool isValid = true;
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// 遍历行
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for (int i = 0; i < 9; i++)
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{
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set<char> st;
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vector<char> rowVec = board[i];
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int dotCount = 0;
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for (int k = 0; k < 9; k++)
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{
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if (rowVec[k] == '.')
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{
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dotCount++;
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}
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else
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st.insert(rowVec[k]);
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}
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int uniqueCharCount = st.size();
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if (uniqueCharCount + dotCount != 9)
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{
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isValid = false;
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}
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}
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// 遍历列
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for (int i = 0; i < 9; i++)
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{
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set<char> st;
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int dotCount = 0;
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for (int k = 0; k < 9; k++)
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{
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if (board[k][i] == '.')
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{
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dotCount++;
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}
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else
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st.insert(board[k][i]);
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}
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int uniqueCharCount = st.size();
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if (uniqueCharCount + dotCount != 9)
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{
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isValid = false;
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}
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}
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// 遍历小grid: 数字 1-9 在每一个以粗实线分隔的 3x3 宫内只能出现一次。
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for (int si = 0; si <= 6; si += 3)
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for (int sj = 0; sj <= 6; sj += 3)
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{
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set<char> st;
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int dotCount = 0;
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for (int i = si; i < si + 3; i++)
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{
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for (int j = sj; j < sj + 3; j++)
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{
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if (board[i][j] == '.')
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dotCount += 1;
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else
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st.insert(board[i][j]);
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}
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}
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if (st.size() + dotCount != 9)
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isValid = false;
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}
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return isValid;
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}
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};
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```
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<br/>
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跟国外的小伙伴想到一块去了。
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<https://leetcode.com/problems/valid-sudoku/discuss/869625/easy-C%2B%2B-with-set>
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<br/>
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### 方法2:set插入方法 - 改进
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坐标中任意一点(i,j),可以map到对应的的第几行第几列的方块(box)中,box的坐标为(i/3, j/3)。
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于是把一个小的九宫格中的数全压缩到一个box中,比如:
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![是否有插入失败的1](https://cdn.jsdelivr.net/gh/dbdgs/dbdgs.github.io/docs/.vuepress/public/img/sudu1.png)
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<br/>
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以最中间那个九宫格为例,使用int型的/3可以得到:
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![是否有插入失败的2](https://cdn.jsdelivr.net/gh/dbdgs/dbdgs.github.io/docs/.vuepress/public/img/sudu3.png)
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对于任意一个值不为'.'的字符,进行如下操作:
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1.把所在row的信息插入到大九宫格中;
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2.把所在column的信息插入到大九宫格中;
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3.把所在的小方块(box)的信息插入到大九宫格中。
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插入如果失败说明出现了重复。
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#### 已AC的C++代码:
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```cpp
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class Solution {
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public:
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bool isValidSudoku(vector<vector<char>>& board) {
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set<string> st;
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for (int i = 0; i < 9; i++) {
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for (int j = 0; j < 9; j++) {
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char ch = board[i][j];
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// 使用i / 3 + "," + j / 3 得到对应第几行第几列的方块(box)
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if (ch != '.'){
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string val;
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val.push_back(ch);
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/* 对于任意一个值不为'.'的字符
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1.把所在row的信息插入到大九宫格中;
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2.把所在column的信息插入到大九宫格中;
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3.把所在的小方块(box)的信息插入到大九宫格中。
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插入如果失败说明出现了重复。 */
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if (!st.insert(val + " in row " + to_string(i)).second ||
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!st.insert(val + " in column " + to_string(j)).second ||
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!st.insert(val + " in box " + to_string(i / 3) + "," + to_string(j / 3)).second)
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return false; /* set插入失败时,表示出现了重复 */
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}
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}
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}
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return true;
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}
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};
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```
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Java的HashSet有同样的写法,Java中插入失败,会出现 `set.Add() == false`。
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### 方法3:使用位操作
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此题,使用位操作,是几种解法中速度最快的算法了。
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具体做法是:
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![方法3](https://cdn.jsdelivr.net/gh/dbdgs/dbdgs.github.io/docs/.vuepress/public/img/sudu2.png)
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将大数独棋盘分成9个小棋盘,编号0~8。
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窗口中的每个小方格若有数字,必为 1 ~ 9 (记作k),该方法适用于 遍历行/遍历列/遍历box。
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然后把 二进制数 1 左移 k 位,得到偏移量shift,后续使用按位或`|`来判断是否存在。
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#### 已AC的C++代码:
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```cpp
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class Solution {
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public:
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bool isValidSudoku(vector<vector<char>>& board) {
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vector<int> row(9); // row[j]表示第j 行的9个数字各自的存在情况,同理于col, boxes
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vector<int> col(9);
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vector<int> boxes(9);
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int shiftInt = 0;
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for (int i = 0; i < 9; i++)
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{
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for (int j = 0; j < 9; j++)
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{
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if (board[i][j] == '.')
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continue;
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shiftInt = 1 << (board[i][j] - '0'); // 转为二进制,移位结束后目标位为1,其他位均为0
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/* 每个格子若有数字,必为 1 ~ 9,该方法适用于 遍历行/遍历列/遍历box */
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int boxPos = (i / 3) * 3 + j / 3; //将大数独棋盘分成9个小棋盘,编号0~8
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// 如果当前数字shiftInt在row[j] 或col[i] 或 boxes中已经存在,&运算后不为0,
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// 只有当前数字没出现过,&运算后为0
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if ((col[i] & shiftInt) != 0 || (row[j] & shiftInt) != 0 || (boxes[boxPos] & shiftInt) != 0)
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return false;
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//第 n 位代表 n 这个数字是否存在(1→存在, 0→不存在),同理于col[i] boxes[boxPos]
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row[j] |= shiftInt;
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col[i] |= shiftInt;
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boxes[boxPos] |= shiftInt;
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}
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}
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return true;
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}
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};
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```
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后两种方法,参考:
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<https://leetcode-cn.com/problems/valid-sudoku/solution/wei-yun-suan-qiu-jie-you-xiao-shu-du-c-b-sac7/>
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<https://www.youtube.com/watch?v=ceOLAY4XUOw&ab_channel=JacobHuang>

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