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.
For example,
Consider the following matrix:
[ [1, 3, 5, 7], [10, 11, 16, 20], [23, 30, 34, 50] ]
Given target =
3
, return true
.
Solution 1: use binary search column 0 to find the row, then binary search the row to find the target. Time complexity is log(m)+log(n).
public class Solution {
public boolean searchMatrix(int[][] matrix, int target) {
int m=matrix.length;
if (m==0) return false;
int n=matrix[0].length;
int lo=0, hi=m-1;
while (lo<=hi) {
int mid=lo+(hi-lo)/2;
if (target==matrix[mid][0]) return true;
else if (target<matrix[mid][0]) hi=mid-1;
else lo=mid+1;
}
if (hi<0) return false; //last postion is [hi,lo]=[-1,0]
int r=hi;
lo=0; hi=n-1;
while (lo<=hi) {
int mid=lo+(hi-lo)/2;
if (target==matrix[r][mid]) return true;
else if (target<matrix[r][mid]) hi=mid-1;
else lo=mid+1;
}
return false;
}
}
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