Search a 2D Matrix II
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.
Tips:
复杂度要求——O(m+n) time and O(1) extra space,同时输入只满足自顶向下和自左向右的升序,行与行之间不再有递增关系,与上题有较大区别。
从右上角开始搜索,由于左边的元素一定不大于当前元素,而下面的元素一定不小于当前元素,因此每次比较时均可排除一列或者一行元素(大于当前元素则排除当前行,小于当前元素则排除当前列,由矩阵特点可知).
另附求数量版本的Code。
Code:
public class Solution {
public boolean searchMatrix(int[][] matrix, int target) {
if (matrix == null || matrix.length == 0) {
return false;
}
if (matrix[0] == null || matrix[0].length == 0) {
return 0;
}
int m = matrix.length;
int n = matrix[0].length;
int row = 0, col = n - 1;
while (row < m && col >=0) {
if (matrix[row][col] == target) {
return true;
} else if (matrix[row][col] < target) {
row++;
} else {
col--;
}
}
return false;
}
}
求数量版本:
public class Solution {
/**
* @param matrix: A list of lists of integers
* @param: A number you want to search in the matrix
* @return: An integer indicate the occurrence of target in the given matrix
*/
public int searchMatrix(int[][] matrix, int target) {
// write your code here
if (matrix == null || matrix.length == 0) {
return 0;
}
if (matrix[0] == null || matrix[0].length == 0) {
return 0;
}
int n = matrix.length;
int m = matrix[0].length;
int count = 0;
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 {
count++;
x--;
y++;
}
}
return count;
}
}