[LeetCode October Challange] Day 16 - Search a 2D Matrix
Write an efficient algorithm that searches for a value in an m x n matrix. This matrix has the following properties:
- Integers in each row are sorted from left to right.
- The first integer of each row is greater than the last integer of the previous row.
Example 1:
Input: matrix = [[1,3,5,7],[10,11,16,20],[23,30,34,50]], target = 3
Output: true
Example 2:
Input: matrix = [[1,3,5,7],[10,11,16,20],[23,30,34,50]], target = 13
Output: false
Example 3:
Input: matrix = [], target = 0
Output: false
Constraints:
- m == matrix.length
- n == matrix[i].length
- 0 <= m, n <= 100
- -104 <= matrix[i][j], target <= 104
Solution
Time complexity : O(log(mn))
Space complexity : O(1)
class Solution {
public:
bool searchMatrix(vector<vector<int>>& matrix, int target) {
int m = matrix.size();
if (0 == m) return false;
int n = matrix[0].size();
if (0 == n) return false;
int len = m * n;
int l = 0, r = len - 1;
while (l < r) {
int mid = (l+r)>>1;
int val = matrix[mid/n][mid%n];
if (val == target)
return true;
else if (target < val)
r = mid;
else l = mid + 1;
}
return matrix[l/n][l%n] == target;
}
};
因上一列最後一個元素<此列第一個元素,因此整個2D matrix可視為1D sorted array。
用Binary Search,求出結果。
要注意其中座標位置的轉換。