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 in ascending from left to right.
- Integers in each column are sorted in ascending from top to bottom.
For example,
Consider the following matrix:
[ [1, 4, 7, 11, 15], [2, 5, 8, 12, 19], [3, 6, 9, 16, 22], [10, 13, 14, 17, 24], [18, 21, 23, 26, 30] ]
Given target = 5
, return true
.
Given target = 20
, return false
.
解题思路:
从左下角往右上角找,若是小于target就往右找,若是大于target就往上找。时间复杂度O(m+n) n 为行数,m为列数。
例如找136
但Lintcode上类似题目问题变成找出多少个target,循环中稍微变化下,设置一个count, 就可以了。
Java code:
public class Solution { public boolean searchMatrix(int[][] matrix, int target) { //check corner case if(matrix == null || matrix.length == 0) { return false; } if(matrix[0] == null || matrix[0].length == 0) { return false; } //find from bottom left to top right int n = matrix.length; //row int m = matrix[0].length; //column int x = n-1; int y = 0;while ( x >= 0 && y < m) { if(matrix[x][y] < target) { y++; } else if (matrix[x][y] > target) { x--; } else { return true; } } return false; } }
Reference:
1. http://www.jiuzhang.com/solutions/search-a-2d-matrix-ii/