初级算法练习第一节

59 阅读3分钟

携手创作,共同成长!这是我参与「掘金日新计划 · 8 月更文挑战」的第15天,点击查看活动详情

1. 引言

今天,打算把之前搁置练习一半的leetcode 练习重新抓起继续开始,这个就当我的学习笔记了,大家一起交流,让我们一起学习变得更好吧! 官网地址:leetcode.cn/leetbook/re…

2. 题型

  1. 请你判断一个 9 x 9 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。

    数字 1-9 在每一行只能出现一次。 数字 1-9 在每一列只能出现一次。 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)

注意:

一个有效的数独(部分已被填充)不一定是可解的。
只需要根据以上规则,验证已经填入的数字是否有效即可。
空白格用 '.' 表示。

![image](![图片.png](https://p3-juejin.byteimg.com/tos-cn-i-k3u1fbpfcp/bf2b1e3b320041a8b52aba59912d9be6~tplv-k3u1fbpfcp-watermark.image?))

输入:board = 
[["5","3",".",".","7",".",".",".","."]
,["6",".",".","1","9","5",".",".","."]
,[".","9","8",".",".",".",".","6","."]
,["8",".",".",".","6",".",".",".","3"]
,["4",".",".","8",".","3",".",".","1"]
,["7",".",".",".","2",".",".",".","6"]
,[".","6",".",".",".",".","2","8","."]
,[".",".",".","4","1","9",".",".","5"]
,[".",".",".",".","8",".",".","7","9"]]
输出:true

输入:board = 
[["8","3",".",".","7",".",".",".","."]
,["6",".",".","1","9","5",".",".","."]
,[".","9","8",".",".",".",".","6","."]
,["8",".",".",".","6",".",".",".","3"]
,["4",".",".","8",".","3",".",".","1"]
,["7",".",".",".","2",".",".",".","6"]
,[".","6",".",".",".",".","2","8","."]
,[".",".",".","4","1","9",".",".","5"]
,[".",".",".",".","8",".",".","7","9"]]
输出:false
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。

提示:

    board.length == 9
    board[i].length == 9
    board[i][j] 是一位数字(1-9)或者 '.'

思路:
首先明确一个思路,可以使用哈希表记录记录当前每行,每列,每个3X3 空间存储空间内部每种数字只出现一次。大体思路是:分别先定义一个9X9 的行,列空间还有一个(3X3)X 9 的空间记录每种数字出现的个数,如果发现其中一种数字的记录数超过一次,说明该数字在行或者列或者(3X3)X 9 出现过,并不唯一,返false,如果都唯一则返回true;其中我们要注意一个两个点是:

  1. :空间复杂度和时间复杂度的考量,尽量开销最少,选择复杂度最低的方式;如下的解题空间和时间复杂度为O(1),
  • ①时间复杂度:数独在时间复杂度来说总共只需要一次9X9 对应81个单元格遍历计算一次即可。
  • ②空间复杂度:由于每个数独大小固定,因此哈希表空间也是固定的。
  1. :该方法的核心是:计算记录出同种数字在每行或者每列或者(3X3)X 9空间出现次数的方式是通过当前数字的Unicode 编码减去'0'数字的Unicode 编码后的值的上一位。并在对应的行,列,(3X3)X 9空间 内当前序号对应值加一;这样当下次判断到同样数字在往上加1后发现它的值已经大于1,说明该对应数字在行,列,(3X3)X 9空间 内出现过。
    解答:
var isValidSudoku = function(board) {
    const rows = new Array(9).fill(0).map(() => new Array(9).fill(0));
    const columns = new Array(9).fill(0).map(() => new Array(9).fill(0));
    const subboxes = new Array(3).fill(0).map(() => new Array(3).fill(0).map(() => new Array(9).fill(0)));
    for (let i = 0; i < 9; i++) {
        for (let j = 0; j < 9; j++) {
            const c = board[i][j];
            if (c !== '.') {
                const index = c.charCodeAt() - '0'.charCodeAt() - 1;
                rows[i][index]++;
                columns[j][index]++;
                subboxes[Math.floor(i / 3)][Math.floor(j / 3)][index]++;
                if (rows[i][index] > 1 || columns[j][index] > 1 || subboxes[Math.floor(i / 3)][Math.floor(j / 3)][index] > 1) {
                    return false;
                }
            }
        }
    }
    return true;
};