Given the constants of quadratic equation F(x) = Ax2 + Bx + C as A, B, and C and an integer K, the task is to find the smallest value of root x such that F(x) ? K and x > 0. If no such values exist then print “-1”. It is given that F(x) is a monotonically increasing function.
Examples:
Input: A = 3, B = 4, C = 5, K = 6
Output: 1
Explanation:
For the given values F(x) = 3x2 + 4x + 5 the minimum value of x is 1, F(x) = 12, which is greater than the given value of K.Input: A = 3, B = 4, C = 5, K = 150
Output: 7
Explanation:
For the given values F(x) = 3x2 + 4x + 5 the minimum value of x is 7, F(x) = 180, which is greater than the given value of K.
Approach: The idea is to use Binary Search to find the minimum value of x. Below are the steps:
- To get the value equal to or greater than K, the value of x must be in the range [1, sqrt(K)] as this is a quadratic equation.
- Now, basically there is a need to search the appropriate element in the range, so for this binary search is implemented.
- Computing F(mid), where mid is the middle value for the range [1, sqrt(K)]. Now the following three cases are possible:
- If F(mid) ? K && F(mid) < K: This mean the current mid is the required answer.
- If F(mid) < K: This means the current value of mid is less than the required value of x. So, move towards the right, i.e., in the second half as F(x) is an increasing function.
- If F(mid) > K: This means the current value of mid is greater than the required value of x. So, move towards the left, i.e., the first half as F(x) is an increasing function.
Below is the implementation of the above approach:
// C++ program for the above approach #include <bits/stdc++.h> using namespace std;
// Function to calculate value of // quadratic equation for some x int func( int A, int B, int C, int x)
{ return (A * x * x + B * x + C);
} // Function to calculate the minimum // value of x such that F(x) >= K using // binary search int findMinx( int A, int B, int C, int K)
{ // Start and end value for
// binary search
int start = 1;
int end = ceil ( sqrt (K));
// Binary Search
while (start <= end) {
int mid = start + (end - start) / 2;
// Computing F(mid) and F(mid-1)
int x = func(A, B, C, mid);
int Y = func(A, B, C, mid - 1);
// Checking the three cases
// If F(mid) >= K and
// F(mid-1) < K return mid
if (x >= K && Y < K) {
return mid;
}
// If F(mid) < K go to mid+1 to end
else if (x < K) {
start = mid + 1;
}
// If F(mid) > K go to start to mid-1
else {
end = mid - 1;
}
}
// If no such value exist
return -1;
} // Driver Code int main()
{ // Given coefficients of Equations
int A = 3, B = 4, C = 5, K = 6;
// Find minimum value of x
cout << findMinx(A, B, C, K);
return 0;
} |
// Java program for the above approach import java.util.*;
class GFG{
// Function to calculate value of // quadratic equation for some x static int func( int A, int B, int C, int x)
{ return (A * x * x + B * x + C);
} // Function to calculate the minimum // value of x such that F(x) >= K using // binary search static int findMinx( int A, int B, int C, int K)
{ // Start and end value for
// binary search
int start = 1 ;
int end = ( int )Math.ceil(Math.sqrt(K));
// Binary Search
while (start <= end)
{
int mid = start + (end - start) / 2 ;
// Computing F(mid) and F(mid-1)
int x = func(A, B, C, mid);
int Y = func(A, B, C, mid - 1 );
// Checking the three cases
// If F(mid) >= K and
// F(mid-1) < K return mid
if (x >= K && Y < K)
{
return mid;
}
// If F(mid) < K go to mid+1 to end
else if (x < K)
{
start = mid + 1 ;
}
// If F(mid) > K go to start to mid-1
else
{
end = mid - 1 ;
}
}
// If no such value exist
return - 1 ;
} // Driver code public static void main(String[] args)
{ // Given coefficients of Equations
int A = 3 , B = 4 , C = 5 , K = 6 ;
// Find minimum value of x
System.out.println(findMinx(A, B, C, K));
} } // This code is contributed by offbeat |
# Python3 program for the above approach import math
# Function to calculate value of # quadratic equation for some x def func(A, B, C, x):
return (A * x * x + B * x + C)
# Function to calculate the minimum # value of x such that F(x) >= K using # binary search def findMinx(A, B, C, K):
# Start and end value for
# binary search
start = 1
end = math.ceil(math.sqrt(K))
# Binary Search
while (start < = end):
mid = start + (end - start) / / 2
# Computing F(mid) and F(mid-1)
x = func(A, B, C, mid)
Y = func(A, B, C, mid - 1 )
# Checking the three cases
# If F(mid) >= K and
# F(mid-1) < K return mid
if (x > = K and Y < K):
return mid
# If F(mid) < K go to mid+1 to end
elif (x < K):
start = mid + 1
# If F(mid) > K go to start to mid-1
else :
end = mid - 1
# If no such value exist
return - 1
# Driver Code # Given coefficients of Equations A = 3
B = 4
C = 5
K = 6
# Find minimum value of x print (findMinx(A, B, C, K))
# This code is contributed by code_hunt |
// C# program for the above approach using System;
class GFG{
// Function to calculate value of // quadratic equation for some x static int func( int A, int B, int C, int x)
{ return (A * x * x + B * x + C);
} // Function to calculate the minimum // value of x such that F(x) >= K using // binary search static int findMinx( int A, int B, int C, int K)
{ // Start and end value for
// binary search
int start = 1;
int end = ( int )Math.Ceiling(Math.Sqrt(K));
// Binary Search
while (start <= end)
{
int mid = start + (end - start) / 2;
// Computing F(mid) and F(mid-1)
int x = func(A, B, C, mid);
int Y = func(A, B, C, mid - 1);
// Checking the three cases
// If F(mid) >= K and
// F(mid-1) < K return mid
if (x >= K && Y < K)
{
return mid;
}
// If F(mid) < K go to mid+1 to end
else if (x < K)
{
start = mid + 1;
}
// If F(mid) > K go to start to mid-1
else
{
end = mid - 1;
}
}
// If no such value exist
return -1;
} // Driver code public static void Main(String[] args)
{ // Given coefficients of Equations
int A = 3, B = 4, C = 5, K = 6;
// Find minimum value of x
Console.WriteLine(findMinx(A, B, C, K));
} } // This code is contributed by sapnasingh4991 |
<script> // javascript program for the above approach // Function to calculate value of // quadratic equation for some x function func(A , B , C , x)
{ return (A * x * x + B * x + C);
} // Function to calculate the minimum // value of x such that F(x) >= K using // binary search function findMinx(A , B , C , K)
{ // Start and end value for
// binary search
var start = 1;
var end = parseInt(Math.ceil(Math.sqrt(K)));
// Binary Search
while (start <= end)
{
var mid = start + parseInt((end - start) / 2);
// Computing F(mid) and F(mid-1)
var x = func(A, B, C, mid);
var Y = func(A, B, C, mid - 1);
// Checking the three cases
// If F(mid) >= K and
// F(mid-1) < K return mid
if (x >= K && Y < K)
{
return mid;
}
// If F(mid) < K go to mid+1 to end
else if (x < K)
{
start = mid + 1;
}
// If F(mid) > K go to start to mid-1
else
{
end = mid - 1;
}
}
// If no such value exist
return -1;
} // Driver code // Given coefficients of Equations var A = 3, B = 4, C = 5, K = 6;
// Find minimum value of x document.write(findMinx(A, B, C, K)); // This code is contributed by shikhasingrajput </script> |
1
Time Complexity: O(log(sqrt(K))
Auxiliary Space: O(1)