Problem description:

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.
Example 1:

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Input:
matrix = [
[1, 3, 5, 7],
[10, 11, 16, 20],
[23, 30, 34, 50]
]
target = 3
Output: true

Example 2:

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Input:
matrix = [
[1, 3, 5, 7],
[10, 11, 16, 20],
[23, 30, 34, 50]
]
target = 13
Output: false

Solution:

The idea is to think the matrix as an array.
array convert to n * m matrix => a[x] => matrix[x / m][x % m];

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class Solution {
public:
bool searchMatrix(vector<vector<int>>& matrix, int target) {
if(matrix.empty() || matrix[0].empty())
return false;
int m= matrix.size(), n= matrix[0].size();
int left= 0, right= m*n-1;

while(left <= right){
int mid= left+ (right-left)/2;
int tmp= matrix[mid/n][mid%n];
if(target> tmp)
left= mid+1;
else if(target< tmp)
right= mid-1;
else
return true;
}
return false;
}
};

time complexity: $O(log(mn))$
space complexity: $O(1)$
reference:
https://goo.gl/FAmm72