提交 7ee09238 编写于 作者: N nettee

695

上级 76b7c5f2
# LeetCode 图解 |
> 本文首发于公众号「图解面试算法」,是 [图解 LeetCode](<https://github.com/MisterBooo/LeetCodeAnimation>) 系列文章之一。
>
> 同步博客:https://www.algomooc.com
本题解作者:nettee
## 题目描述
给定一个包含了一些 `0``1` 的非空二维数组 `grid`
一个**岛屿**是由一些相邻的 `1` (代表土地) 构成的组合,这里的「相邻」要求两个 `1` 必须在水平或者竖直方向上相邻。你可以假设 `grid` 的四个边缘都被 `0`(代表水)包围着。
找到给定的二维数组中最大的岛屿面积。(如果没有岛屿,则返回面积为 `0`。)
**示例 1:**
```
[[0,0,1,0,0,0,0,1,0,0,0,0,0],
[0,0,0,0,0,0,0,1,1,1,0,0,0],
[0,1,1,0,1,0,0,0,0,0,0,0,0],
[0,1,0,0,1,1,0,0,1,0,1,0,0],
[0,1,0,0,1,1,0,0,1,1,1,0,0],
[0,0,0,0,0,0,0,0,0,0,1,0,0],
[0,0,0,0,0,0,0,1,1,1,0,0,0],
[0,0,0,0,0,0,0,1,1,0,0,0,0]]
```
对于上面这个给定矩阵应返回 6。注意答案不应该是 11 ,因为岛屿只能包含水平或垂直的四个方向的 `1`
**示例 2:**
```
[[0,0,0,0,0,0,0,0]]
```
对于上面这个给定的矩阵, 返回 0。
注意: 给定的矩阵 `grid` 的长度和宽度都不超过 50。
## 题目解析
这道题的主要思路是深度优先搜索。每次走到一个是 1 的格子,就搜索整个岛屿,并计算当前岛屿的面积。最后返回岛屿面积的最大值。
网格可以看成是一个无向图的结构,每个格子和它上下左右的四个格子相邻。如果四个相邻的格子坐标合法,且是陆地,就可以继续搜索。
在深度优先搜索的时候要注意避免重复遍历。我们可以把已经遍历过的陆地改成 2,这样遇到 2 我们就知道已经遍历过这个格子了,不进行重复遍历。
## 动画理解
![](../Animation/Animation.gif)
## 参考代码
C++ 代码:
```C++
class Solution {
public:
int maxAreaOfIsland(vector<vector<int>>& grid) {
int res = 0;
for (int r = 0; r < grid.size(); r++) {
for (int c = 0; c < grid[0].size(); c++) {
if (grid[r][c] == 1) {
int a = area(grid, r, c);
res = max(res, a);
}
}
}
return res;
}
int area(vector<vector<int>>& grid, int r, int c) {
if (!(inArea(grid, r, c))) {
return 0;
}
if (grid[r][c] != 1) {
return 0;
}
grid[r][c] = 2;
return 1
+ area(grid, r - 1, c)
+ area(grid, r + 1, c)
+ area(grid, r, c - 1)
+ area(grid, r, c + 1);
}
bool inArea(vector<vector<int>>& grid, int r, int c) {
return 0 <= r && r < grid.size()
&& 0 <= c && c < grid[0].size();
}
};
```
Java 代码:
```Java
class Solution {
public int maxAreaOfIsland(int[][] grid) {
int res = 0;
for (int r = 0; r < grid.length; r++) {
for (int c = 0; c < grid[0].length; c++) {
if (grid[r][c] == 1) {
int a = area(grid, r, c);
res = Math.max(res, a);
}
}
}
return res;
}
int area(int[][] grid, int r, int c) {
if (!inArea(grid, r, c)) {
return 0;
}
if (grid[r][c] != 1) {
return 0;
}
grid[r][c] = 2;
return 1
+ area(grid, r - 1, c)
+ area(grid, r + 1, c)
+ area(grid, r, c - 1)
+ area(grid, r, c + 1);
}
boolean inArea(int[][] grid, int r, int c) {
return 0 <= r && r < grid.length
&& 0 <= c && c < grid[0].length;
}
}
```
Python 代码:
```Python
class Solution:
def maxAreaOfIsland(self, grid: List[List[int]]) -> int:
res = 0
for r in range(len(grid)):
for c in range(len(grid[0])):
if grid[r][c] == 1:
a = self.area(grid, r, c)
res = max(res, a)
return res
def area(self, grid: List[List[int]], r: int, c: int) -> int:
if not self.inArea(grid, r, c):
return 0
if grid[r][c] != 1:
return 0
grid[r][c] = 2
return 1 \
+ self.area(grid, r - 1, c) \
+ self.area(grid, r + 1, c) \
+ self.area(grid, r, c - 1) \
+ self.area(grid, r, c + 1)
def inArea(self, grid: List[List[int]], r: int, c: int) -> bool:
return 0 <= r < len(grid) and 0 <= c < len(grid[0])
```
## 复杂度分析
设网格的边长为 n,则时间复杂度为 O(n²)。
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