DFS--岛屿数量 / lake counting

这篇博客介绍了如何使用深度优先搜索(DFS)算法来解决两个问题:计算二维网格中由'1'表示的陆地构成的岛屿数量,以及计算由'W'表示的水形成的湖泊数量。在每个问题中,DFS遍历并标记连通的陆地或湖泊,最终得出连通组件的个数。示例和思路详细说明了如何应用DFS来解决这两个问题。

一、岛屿数量

给你一个由 '1'(陆地)和 '0'(水)组成的的二维网格,请你计算网格中岛屿的数量。

岛屿总是被水包围,并且每座岛屿只能由水平方向和/或竖直方向上相邻的陆地连接形成。

此外,你可以假设该网格的四条边均被水包围。

示例 1:

输入:grid = [
  ["1","1","1","1","0"],
  ["1","1","0","1","0"],
  ["1","1","0","0","0"],
  ["0","0","0","0","0"]
]
输出:1
示例 2:

输入:grid = [
  ["1","1","0","0","0"],
  ["1","1","0","0","0"],
  ["0","0","1","0","0"],
  ["0","0","0","1","1"]
]
输出:3
 

提示:

m == grid.length
n == grid[i].length
1 <= m, n <= 300
grid[i][j] 的值为 '0' 或 '1'

来源:力扣(LeetCode)
链接:https://leetcode-cn.com/problems/number-of-islands

思路:题目翻译过来的意思就是求由“1”组成的极大连通图的个数,所以我们构造dfs函数,dfs函数中对当前陆地“1”和与他邻近的陆地(上下左右四个方向)进行递归处理,将”1“->"0"。这样一次dfs就可以将一个由”1“组成的极大连通图的全部变为"0",显然我们调用dfs函数的次数便是极大连通图的个数。

class Solution {
    public int numIslands(char[][] grid) {
        in
user@user-HP-Pavilion-Gaming-Desktop-690-07xx:~/Code/Polus/VSB-0804$ rm -rf .repo/ user@user-HP-Pavilion-Gaming-Desktop-690-07xx:~/Code/Polus/VSB-0804$ python2 --version # 确认是 Python 2.7.x Python 2.7.18 user@user-HP-Pavilion-Gaming-Desktop-690-07xx:~/Code/Polus/VSB-0804$ repo init -u ssh://gerrit6.labcollab.net:9418/vendor/qualcomm/yocto/echo/qcom-yocto-manifest -b vega/echo/mainline --repo-url=ssh://gerrit6.labcollab.net:9418/amazon/repo --repo-branch=stable Downloading Repo source from ssh://gerrit6.labcollab.net:9418/amazon/repo remote: Counting objects: 3225, done remote: Finding sources: 100% (3089/3089) remote: Total 10970 (delta 1332), reused 10622 (delta 1332) Traceback (most recent call last): File "/home/user/Code/Polus/VSB-0804/.repo/repo/main.py", line 54, in <module> from subcmds.version import Version File "/home/user/Code/Polus/VSB-0804/.repo/repo/subcmds/__init__.py", line 34, in <module> mod = __import__(__name__, File "/home/user/Code/Polus/VSB-0804/.repo/repo/subcmds/help.py", line 20, in <module> from formatter import AbstractFormatter, DumbWriter ModuleNotFoundError: No module named 'formatter' user@user-HP-Pavilion-Gaming-Desktop-690-07xx:~/Code/Polus/VSB-0804$ find .repo/repo -name "*.py" -exec sed -i '1s/python$/python2/' {} + user@user-HP-Pavilion-Gaming-Desktop-690-07xx:~/Code/Polus/VSB-0804$ repo init -u ssh://gerrit6.labcollab.net:9418/vendor/qualcomm/yocto/echo/qcom-yocto-manifest -b vega/echo/mainline --repo-url=ssh://gerrit6.labcollab.net:9418/amazon/repo --repo-branch=stable Traceback (most recent call last): File "/home/user/Code/Polus/VSB-0804/.repo/repo/main.py", line 54, in <module> from subcmds.version import Version File "/home/user/Code/Polus/VSB-0804/.repo/repo/subcmds/__init__.py", line 34, in <module> mod = __import__(__name__, File "/home/user/Code/Polus/VSB-0804/.repo/repo/subcmds/help.py", line 20, in <module> from formatter import AbstractFormatter, DumbWriter ModuleNotFoundError: No module named 'formatter'
最新发布
08-06
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