Implemented Code For Binary Search In 2D Arrays

pull/788/head
Ashad001 2022-08-05 16:42:35 +05:00
parent fe93980b5c
commit 2238efa23e
1 changed files with 80 additions and 0 deletions

View File

@ -0,0 +1,80 @@
// C++ program to implement Binary Search in 2D Arrays
// Time Complexity: log(m*n) where m is number columns and n is number of rows
#include <iostream>
#include <vector>
using namespace std;
// Floor of a array is the greatest number which is smaller than or equal to the target element
// Search the floor number in the first column. Since the array is sorted that means the target element
// should lie on the row which has the first element as its floor
int Floor(vector<vector<int>> arr, int target)
{
int start = 0;
int end = arr.size() - 1;
if(target < arr[start][0])
return arr[start][0];
while (start <= end)
{
int mid = start + (end - start) / 2;
if(target < arr[mid][0])
end = mid - 1;
else if(target > arr[mid][0])
start = mid + 1;
else
return mid; // if it is the target element return the column index
}
return end; // Since the condition in which the loop breaks is start > end that means the end will be smaller than target element
// whereas start will be greater than target element.
}
// Search just in a row which has its first element smaller than or equal to target element(floor)
vector<int> BinarySearch(vector<vector<int>> arr, int target)
{
int floor = Floor(arr, target);
int start = 0;
int end = arr[floor].size() - 1;
while(start <= end)
{
int mid = start + (end - start) / 2;
if(target > arr[floor][mid])
start = mid + 1;
else if(target < arr[floor][mid])
end = mid - 1;
else
return {floor, mid};
}
return {-1 , -1}; // If element is not found return negatives.
}
int main(int argc, char const *argv[])
{
vector<vector<int>> arr = {
{1,2,3,4},
{5,6,7,8},
{9,10,11,12},
{13,14,15,16}
};
int target = 15; // Element needs to be searched
vector<int> ans = BinarySearch(arr, target);
cout << "[ " << ans[0] << " , " << ans[1] << " ]" << endl;
return 0;
}
/*
Input:
arr = [
[1,2,3,4],
[5,6,7,8],
[9,10,11,12],
[13,14,15,16]
]
target = 15
Output: [3, 2]
*/