Given an m x n
binary matrix
filled with 0
's and 1
's, find the largest square containing only 1
's and return its area.
Example 1:
Input: matrix = [["1","0","1","0","0"],["1","0","1","1","1"],["1","1","1","1","1"],["1","0","0","1","0"]]
Output: 4
这道题如果用暴力法是很难oc的,leetcode上有两道类似的题目,分别是对于一个矩阵求最大的矩形或者求最大的正方形,求最大矩形是个hard题目,需要使用单调栈,而这题是medium。
这题有个小trick就是利用动态规划求解,定义一个二维矩阵,dp[i][j]定义为包含该点的正方形的最大边长即可。
class Solution {
public:
int maximalSquare(vector<vector<char>>& matrix) {
int m=matrix.size();
int n=matrix[0].size();
vector<vector<int>> dp(m+1,vector<int>(n+1,0));
int res=0;
for(int i=1;i<=m;++i){
for(int j=1;j<=n;++j){
if(matrix[i-1][j-1]=='0'){
dp[i][j]=0;
}
else{
dp[i][j]=1+min(dp[i-1][j],min(dp[i-1][j-1],dp[i][j-1]));//状态转移方程
res=max(res,dp[i][j]);
}
}
}
return res*res;
}
};