LeetCode 74. Search a 2D Matrix(搜索二维矩阵)

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.

 


题目标签:Array

  题目给了我们一个有序的矩阵,让我们找target是否在矩阵中。首先我们分析,如果我们知道了target 在哪一行的话,直接用binary search 就可以了。所以第一步可以用binary search 来搜索第一列,确认target在哪一行。在用一次二分法对于那一行,找出target。

 

 

 

Java Solution:

Runtime beats 71.85% 

完成日期:07/23/2017

关键词:Array

关键点:用二分法两次

 

 

 1 public class Solution 
 2 {
 3     public boolean searchMatrix(int[][] matrix, int target) 
 4     {
 5         if(matrix.length == 0 || matrix[0].length == 0)
 6             return false;
 7         if(target < matrix[0][0] || target > matrix[matrix.length-1][matrix[0].length-1])
 8             return false;
 9         // first determine which row the target is in
10         int top = 0;
11         int bottom = matrix.length-1;
12         
13         while(top <= bottom)
14         {
15             int mid = top + (bottom - top) / 2;
16             
17             if(matrix[mid][0] == target)
18                 return true;
19             else if(matrix[mid][0] > target)
20                 bottom = mid - 1;
21             else
22                 top = mid + 1;
23         }
24         
25         int rowNum = bottom;
26         
27         // use binary search for this row
28         int left = 0;
29         int right = matrix[0].length-1;
30         
31         while(left <= right)
32         {
33             int mid = left + (right - left) / 2;
34             
35             if(matrix[rowNum][mid] == target)
36                 return true;
37             else if(matrix[rowNum][mid] < target)
38                 left = mid + 1;
39             else
40                 right = mid - 1;
41             
42         }
43     
44         return false;
45     }
46 }

参考资料:

http://www.cnblogs.com/grandyang/p/4323301.html

 

LeetCode 算法题目列表 - LeetCode Algorithms Questions List

 

posted @ 2017-07-24 09:26  Jimmy_Cheng  阅读(265)  评论(0编辑  收藏  举报