Set Matrix Zeroes
Problem
Given a m x n matrix, if an element is 0, set its entire row and column to 0. Do it in-place.
Example 1:
Input:
[
[1,1,1],
[1,0,1],
[1,1,1]
]
Output:
[
[1,0,1],
[0,0,0],
[1,0,1]
]
Example 2:
Input:
[
[0,1,2,0],
[3,4,5,2],
[1,3,1,5]
]
Output:
[
[0,0,0,0],
[0,4,5,0],
[0,3,1,0]
]
Follow up:
A straight forward solution using O(mn) space is probably a bad idea.
A simple improvement uses O(m+n) space, but still not the best solution.
Could you devise a constant space solution?
Analysis
O(mn)的空间解法最直接暴力,就是开辟和输入matrix同等大小的matrix,用来存储新的matrix;
O(m + n)的空间复杂度则是一个提升,考虑到问题的本质其实是对于为0的元素,其对应下标(i, j)对应的行和列需要被记录,因此分别使用 m, n空间记录那些行和列中有0;
O(1)的空间复杂度则需要思考如何利用matrix本身来存储某行某列有0元素的情况,这里就是想到了使用首行matrix[0][j]
和首列matrix[i][0]
作为存储该行i 或者该列j 是否应该设为0的状态的空间,同时安排额外两个变量记录首行和首列本身是否应该设为全0.
Code
class Solution {
public void setZeroes(int[][] matrix) {
if(matrix == null || matrix.length == 0 || matrix[0].length == 0)
return;
int m = matrix.length;
int n = matrix[0].length;
boolean firstRowZero = false;
boolean firstColZero = false;
//check if first row needs to be changed to zero
for(int j = 0; j < n; j++) {
if(matrix[0][j] == 0) {
firstRowZero = true;
break;
}
}
//check if first col needs to be changed to zero
for(int i = 0; i < m; i++) {
if(matrix[i][0] == 0) {
firstColZero = true;
break;
}
}
//mark the row col which have zero in first row and col
for(int i = 1; i < m ;i++) {
for(int j = 1; j < n; j++) {
if(matrix[i][j] == 0) {
matrix[i][0] = 0;
matrix[0][j] = 0;
}
}
}
//fill in the zeroes
for(int i = 1; i < m ;i++) {
for(int j = 1; j < n; j++) {
if(matrix[i][0] == 0 || matrix[0][j] == 0)
matrix[i][j] = 0;
}
}
//update first row
if(firstRowZero) {
for(int j = 0; j < n; j++)
matrix[0][j] = 0;
}
//update first col
if(firstColZero) {
for(int i = 0; i < m; i++)
matrix[i][0] = 0;
}
}
}
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