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HomeData Modelling & AIMaximize absolute difference between X and Y by at most N decrements

Maximize absolute difference between X and Y by at most N decrements

Given five integers X, Y, A, B, and N, the task is to find the maximum possible absolute difference between X and Y by performing the following operations exactly N times:

  • Decrement the value of X by 1 up to A.
  • Decrement the value of Y by 1 up to B.

Note: The value of (X – A + Y – B) must be greater than or equal to N

Examples:

Input: X = 12, Y = 8, A = 8, B = 7, N = 2 
Output: 4 
Explanation: 
Decrementing the value of X by 1. Therefore, X = X – 1 = 11 
Decrementing the value of Y by 1. Therefore, Y = Y – 1 = 7 
Therefore, the maximum absolute difference between X and Y = abs(X – Y) = abs(11 – 7) = 4

Input: X = 10, Y = 10, A = 8, B = 5, N = 3 
Output: 3 
Explanation: 
Decrementing the value of Y by 1 three times. Therefore, Y = Y – 3 = 7 
Therefore, the maximum absolute difference between X and Y = abs(X – Y) = abs(10 – 7) = 3

Approach: The problem can be solved using the Greedy technique. Follow the steps below to solve the problem:

  • Initialize a variable, say n1 to store the maximum count of operations performed on X.
  • Update n1 = min(N, X – A).
  • Initialize a variable, say n2 to store the maximum count of operations performed on Y.
  • Update n2 = min(N, Y – B).
  • Initialize a variable say, diff_X_Y_1 to store the absolute difference of X and Y by first decrementing the value of X by 1 exactly min(N, n1) times then decrement the value of Y by the remaining times of operations.
  • Initialize a variable say, diff_X_Y_2 to store the absolute difference of X and Y by first decrementing the value of Y by 1 exactly min(N, n2) times then decrement the value of X by the remaining times of operations.
  • Finally, print the value of max(diff_X_Y_1, diff_X_Y_2).

Below is the implementation of the above approach :

C++




// C++ program to implement
// the above approach
 
#include <bits/stdc++.h>
using namespace std;
 
// Function to find the absolute difference
// between X and Y with given operations
int AbsDiff(int X, int Y, int A, int B, int N)
{
    // Stores maximum absolute difference
    // between X and Y with given operations
    int maxDiff = 0;
 
    // Stores maximum number of operations
    // performed on X
    int n1 = X - A;
 
    // Update X
    X = X - min(N, n1);
 
    // Decrementing N at most N times
    N = N - min(N, n1);
 
    // Stores maximum number of operations
    // performed on Y
    int n2 = Y - B;
 
    // Update Y
    Y = Y - min(N, n2);
 
    // Update maxDiff
    maxDiff = abs(X - Y);
 
    return maxDiff;
}
 
// Function to find the max absolute difference
// between X and Y with given operations
int maxAbsDiff(int X, int Y, int A, int B, int N)
{
    // Stores absolute difference between
    // X and Y by first decrementing X and then Y
    int diffX_Y_1;
 
    // Stores absolute difference between X
    // and Y first decrementing Y and then X
    int diffX_Y_2;
 
    // Update diffX_Y_1
    diffX_Y_1 = AbsDiff(X, Y, A, B, N);
 
    // Swap X, Y and A, B
    swap(X, Y);
    swap(A, B);
 
    // Update diffX_Y_2
    diffX_Y_2 = AbsDiff(X, Y, A, B, N);
 
    return max(diffX_Y_1, diffX_Y_2);
}
 
// Driver Code
int main()
{
    int X = 10;
    int Y = 10;
    int A = 8;
    int B = 5;
    int N = 3;
    cout << maxAbsDiff(X, Y, A, B, N);
}


Java




// Java program to implement
// the above approach
import java.util.*;
 
class GFG{
     
// Function to find the absolute difference
// between X and Y with given operations
public static int AbsDiff(int X, int Y, int A,
                          int B, int N)
{
     
    // Stores maximum absolute difference
    // between X and Y with given operations
    int maxDiff = 0;
   
    // Stores maximum number of operations
    // performed on X
    int n1 = X - A;
   
    // Update X
    X = X - Math.min(N, n1);
   
    // Decrementing N at most N times
    N = N - Math.min(N, n1);
   
    // Stores maximum number of operations
    // performed on Y
    int n2 = Y - B;
   
    // Update Y
    Y = Y - Math.min(N, n2);
   
    // Update maxDiff
    maxDiff = Math.abs(X - Y);
   
    return maxDiff;
}
   
// Function to find the max absolute difference
// between X and Y with given operations
public static int maxAbsDiff(int X, int Y, int A,
                             int B, int N)
{
     
    // Stores absolute difference between
    // X and Y by first decrementing X and then Y
    int diffX_Y_1;
   
    // Stores absolute difference between X
    // and Y first decrementing Y and then X
    int diffX_Y_2;
   
    // Update diffX_Y_1
    diffX_Y_1 = AbsDiff(X, Y, A, B, N);
   
    // Swap X, Y and A, B
    int temp1 = X;
    X = Y;
    Y = temp1;
     
    int temp2 = A;
    A = B;
    B = temp2;
   
    // Update diffX_Y_2
    diffX_Y_2 = AbsDiff(X, Y, A, B, N);
   
    return Math.max(diffX_Y_1, diffX_Y_2);
}
 
// Driver code
public static void main(String[] args)
{
    int X = 10;
    int Y = 10;
    int A = 8;
    int B = 5;
    int N = 3;
     
    System.out.println(maxAbsDiff(X, Y, A, B, N));
}
}
 
// This code is contributed by divyeshrabadiya07


Python3




# Python3 program to implement
# the above approach
  
# Function to find the absolute difference
# between X and Y with given operations
def AbsDiff(X, Y, A, B, N):
     
    # Stores maximum absolute difference
    # between X and Y with given operations
    maxDiff = 0
  
    # Stores maximum number of operations
    # performed on X
    n1 = X - A
  
    # Update X
    X = X - min(N, n1)
  
    # Decrementing N at most N times
    N = N - min(N, n1)
  
    # Stores maximum number of operations
    # performed on Y
    n2 = Y - B
  
    # Update Y
    Y = Y - min(N, n2)
  
    # Update maxDiff
    maxDiff = abs(X - Y)
  
    return maxDiff
 
# Function to find the max absolute difference
# between X and Y with given operations
def maxAbsDiff(X, Y, A, B, N):
  
    # Stores absolute difference between
    # X and Y by first decrementing X and then Y
    diffX_Y_1 = AbsDiff(X, Y, A, B, N)
  
    # Swap X, Y and A, B
    temp1 = X
    X = Y
    Y = temp1
  
    temp2 = A
    A = B
    B = temp2
 
    # Stores absolute difference between X
    # and Y first decrementing Y and then X
    diffX_Y_2 = AbsDiff(X, Y, A, B, N)
  
    return max(diffX_Y_1, diffX_Y_2)
 
# Driver Code
X = 10
Y = 10
A = 8
B = 5
N = 3
 
print(maxAbsDiff(X, Y, A, B, N))
 
# This code is contributed by sanjoy_62


C#




// C# program to implement
// the above approach
using System;
 
class GFG{
     
// Function to find the absolute difference
// between X and Y with given operations
public static int AbsDiff(int X, int Y, int A,
                          int B, int N)
{
     
    // Stores maximum absolute difference
    // between X and Y with given operations
    int maxDiff = 0;
   
    // Stores maximum number of operations
    // performed on X
    int n1 = X - A;
   
    // Update X
    X = X - Math.Min(N, n1);
   
    // Decrementing N at most N times
    N = N - Math.Min(N, n1);
     
    // Stores maximum number of operations
    // performed on Y
    int n2 = Y - B;
   
    // Update Y
    Y = Y - Math.Min(N, n2);
   
    // Update maxDiff
    maxDiff = Math.Abs(X - Y);
   
    return maxDiff;
}
   
// Function to find the max absolute difference
// between X and Y with given operations
public static int maxAbsDiff(int X, int Y, int A,
                             int B, int N)
{
     
    // Stores absolute difference between
    // X and Y by first decrementing X and then Y
    int diffX_Y_1;
   
    // Stores absolute difference between X
    // and Y first decrementing Y and then X
    int diffX_Y_2;
   
    // Update diffX_Y_1
    diffX_Y_1 = AbsDiff(X, Y, A, B, N);
     
    // Swap X, Y and A, B
    int temp1 = X;
    X = Y;
    Y = temp1;
     
    int temp2 = A;
    A = B;
    B = temp2;
   
    // Update diffX_Y_2
    diffX_Y_2 = AbsDiff(X, Y, A, B, N);
   
    return Math.Max(diffX_Y_1, diffX_Y_2);
}
 
// Driver code
public static void Main(String[] args)
{
    int X = 10;
    int Y = 10;
    int A = 8;
    int B = 5;
    int N = 3;
     
    Console.WriteLine(maxAbsDiff(X, Y, A, B, N));
}
}
 
// This code is contributed by Amit Katiyar


Javascript




<script>
// Javascript program to implement
// the above approach
 
// Function to find the absolute difference
// between X and Y with given operations
function AbsDiff(X, Y, A, B, N)
{
      
    // Stores maximum absolute difference
    // between X and Y with given operations
    let maxDiff = 0;
    
    // Stores maximum number of operations
    // performed on X
    let n1 = X - A;
    
    // Update X
    X = X - Math.min(N, n1);
    
    // Decrementing N at most N times
    N = N - Math.min(N, n1);
    
    // Stores maximum number of operations
    // performed on Y
    let n2 = Y - B;
    
    // Update Y
    Y = Y - Math.min(N, n2);
    
    // Update maxDiff
    maxDiff = Math.abs(X - Y);
    
    return maxDiff;
}
    
// Function to find the max absolute difference
// between X and Y with given operations
function maxAbsDiff(X, Y, A, B, N)
{
      
    // Stores absolute difference between
    // X and Y by first decrementing X and then Y
    let diffX_Y_1;
    
    // Stores absolute difference between X
    // and Y first decrementing Y and then X
    let diffX_Y_2;
    
    // Update diffX_Y_1
    diffX_Y_1 = AbsDiff(X, Y, A, B, N);
    
    // Swap X, Y and A, B
    let temp1 = X;
    X = Y;
    Y = temp1;
      
    let temp2 = A;
    A = B;
    B = temp2;
    
    // Update diffX_Y_2
    diffX_Y_2 = AbsDiff(X, Y, A, B, N);
    
    return Math.max(diffX_Y_1, diffX_Y_2);
}
    // Driver Code
     
     let  X = 10;
    let Y = 10;
    let A = 8;
    let B = 5;
    let N = 3;
      
    document.write(maxAbsDiff(X, Y, A, B, N));
      
</script>


Output: 

3

 

Time complexity: O(1)
Auxiliary Space:O(1)

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