74. Search a 2D Matrix (Graph; Divide-and-Conquer)
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. 所以用二分法
- 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
.
思路:先按行二分搜索得到行号,再按列二分搜索
class Solution { public: bool searchMatrix(vector<vector<int>>& matrix, int target) { int start = 0, end = matrix.size()-1; int mid; int lineNum; while(start<=end){ mid = start + ((end-start)>>1); if(matrix[mid][0]<target){ start = mid+1; } else if(matrix[mid][0]>target){ end = mid-1; } else return true; } if(end < 0) return false; lineNum = end; start = 0; end = matrix[0].size()-1; while(start<=end){ mid = start + ((end-start)>>1); if(matrix[lineNum][mid]<target){ start = mid+1; } else if(matrix[lineNum][mid]>target){ end = mid-1; } else return true; } return false; } };