# Remove minimum numbers from the array to get minimum OR value

Given an array arr[] of N positive integers, the task is to find the minimum number of elements to be deleted from the array so that the bitwise OR of the array elements get minimized. You are not allowed to remove all the elements i.e. at least one element must remain in the array.

Examples:

Input: arr[] = {1, 2, 3}
Output: 2
All possible subsets and there OR values are:
a) {1, 2, 3} = 3
b) {1, 2} = 3
c) {2, 3} = 3
d) {1, 3} = 3
e) {1} = 1
f) {2} = 2
g) {3} = 3
The minimum possible OR will be 1 from the subset {1}.
So, we will need to remove 2 elements.

Input: arr[] = {3, 3, 3}
Output: 0

## Recommended: Please try your approach on {IDE} first, before moving on to the solution.

Naive approach: Generate all possible sub-sequences and test which one gives the minimum ‘OR’ value. Let the length of the largest sub-sequence with minimum possible OR be L then the answer will N – L. This will take exponential time.

Better approach: The minimum value will always be equal to the smallest number present in the array. If this number get bitwise ORed with any other number other than itself then the value of the OR will change and it won’t stay minimum anymore. Thus, we need to remove all the elements that are not equal to this minimum element.

• Find the smallest number in the array.
• Find the frequency of this element in the array say cnt.
• The final answer will be N – cnt.

Below is the implementation of the above approach:

 `// C++ implementation of the approach ` `#include ` `using` `namespace` `std; ` ` `  `// Function to return the minimum ` `// deletions to get minimum OR ` `int` `findMinDel(``int``* arr, ``int` `n) ` `{ ` ` `  `    ``// To store the minimum element ` `    ``int` `min_num = INT_MAX; ` ` `  `    ``// Find the minimum element ` `    ``// from the array ` `    ``for` `(``int` `i = 0; i < n; i++) ` `        ``min_num = min(arr[i], min_num); ` ` `  `    ``// To store the frequency of ` `    ``// the minimum element ` `    ``int` `cnt = 0; ` ` `  `    ``// Find the frequency of the ` `    ``// minimum element ` `    ``for` `(``int` `i = 0; i < n; i++) ` `        ``if` `(arr[i] == min_num) ` `            ``cnt++; ` ` `  `    ``// Return the final answer ` `    ``return` `n - cnt; ` `} ` ` `  `// Driver code ` `int` `main() ` `{ ` `    ``int` `arr[] = { 3, 3, 2 }; ` `    ``int` `n = ``sizeof``(arr) / ``sizeof``(``int``); ` ` `  `    ``cout << findMinDel(arr, n); ` ` `  `    ``return` `0; ` `} `

 `// Java implementation of the approach ` `class` `GFG  ` `{ ` ` `  `// Function to return the minimum ` `// deletions to get minimum OR ` `static` `int` `findMinDel(``int` `[]arr, ``int` `n) ` `{ ` ` `  `    ``// To store the minimum element ` `    ``int` `min_num = Integer.MAX_VALUE; ` ` `  `    ``// Find the minimum element ` `    ``// from the array ` `    ``for` `(``int` `i = ``0``; i < n; i++) ` `        ``min_num = Math.min(arr[i], min_num); ` ` `  `    ``// To store the frequency of ` `    ``// the minimum element ` `    ``int` `cnt = ``0``; ` ` `  `    ``// Find the frequency of the ` `    ``// minimum element ` `    ``for` `(``int` `i = ``0``; i < n; i++) ` `        ``if` `(arr[i] == min_num) ` `            ``cnt++; ` ` `  `    ``// Return the final answer ` `    ``return` `n - cnt; ` `} ` ` `  `// Driver code ` `public` `static` `void` `main(String[] args) ` `{ ` `    ``int` `arr[] = { ``3``, ``3``, ``2` `}; ` `    ``int` `n = arr.length; ` ` `  `    ``System.out.print(findMinDel(arr, n)); ` `} ` `} ` ` `  `// This code is contributed by PrinciRaj1992 `

 `# Python3 implementation of the approach  ` `import` `sys ` ` `  `# Function to return the minimum  ` `# deletions to get minimum OR  ` `def` `findMinDel(arr, n) :  ` ` `  `    ``# To store the minimum element  ` `    ``min_num ``=` `sys.maxsize;  ` ` `  `    ``# Find the minimum element  ` `    ``# from the array  ` `    ``for` `i ``in` `range``(n) : ` `        ``min_num ``=` `min``(arr[i], min_num);  ` ` `  `    ``# To store the frequency of  ` `    ``# the minimum element  ` `    ``cnt ``=` `0``;  ` ` `  `    ``# Find the frequency of the  ` `    ``# minimum element  ` `    ``for` `i ``in` `range``(n) :  ` `        ``if` `(arr[i] ``=``=` `min_num) : ` `            ``cnt ``+``=` `1``;  ` ` `  `    ``# Return the final answer  ` `    ``return` `n ``-` `cnt;  ` ` `  `# Driver code  ` `if` `__name__ ``=``=` `"__main__"` `:  ` ` `  `    ``arr ``=` `[ ``3``, ``3``, ``2` `]; ` `    ``n ``=` `len``(arr); ` `     `  `    ``print``(findMinDel(arr, n));  ` ` `  `# This code is contributed by AnkitRai01 `

 `// C# implementation of the approach ` `using` `System; ` ` `  `class` `GFG  ` `{ ` ` `  `// Function to return the minimum ` `// deletions to get minimum OR ` `static` `int` `findMinDel(``int` `[]arr, ``int` `n) ` `{ ` ` `  `    ``// To store the minimum element ` `    ``int` `min_num = ``int``.MaxValue; ` ` `  `    ``// Find the minimum element ` `    ``// from the array ` `    ``for` `(``int` `i = 0; i < n; i++) ` `        ``min_num = Math.Min(arr[i],  ` `                           ``min_num); ` ` `  `    ``// To store the frequency of ` `    ``// the minimum element ` `    ``int` `cnt = 0; ` ` `  `    ``// Find the frequency of the ` `    ``// minimum element ` `    ``for` `(``int` `i = 0; i < n; i++) ` `        ``if` `(arr[i] == min_num) ` `            ``cnt++; ` ` `  `    ``// Return the readonly answer ` `    ``return` `n - cnt; ` `} ` ` `  `// Driver code ` `public` `static` `void` `Main(String[] args) ` `{ ` `    ``int` `[]arr = { 3, 3, 2 }; ` `    ``int` `n = arr.Length; ` ` `  `    ``Console.Write(findMinDel(arr, n)); ` `} ` `} ` ` `  `// This code is contributed by 29AjayKumar `

Output:
```2
```

Time Complexity: O(N)

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