Minimum time to reach a point with +t and -t moves at time t
Given a positive coordinate ‘X’ and you are at coordinate ‘0’, the task is to find the minimum time required to get to coordinate ‘X’ with the following move :
At time ‘t’, you can either stay at the same position or take a jump of length exactly ‘t’ either to the left or to the right. In other words, you can be at coordinate ‘x – t’, ‘x’ or ‘x + t’ at time ‘t’ where ‘x’ is the current position.
Examples:
Input: 6 Output: 3 At time 1, jump from x = 0 to x = 1 (x = x + 1) At time 2, jump from x = 1 to x = 3 (x = x + 2) At time 3, jump from x = 3 to x = 6 (x = x + 3) So, minimum required time is 3. Input: 9 Output: 4 At time 1, do not jump i.e x = 0 At time 2, jump from x = 0 to x = 2 (x = x + 2) At time 3, jump from x = 2 to x = 5 (x = x + 3) At time 4, jump from x = 5 to x = 9 (x = x + 4) So, minimum required time is 4.
Approach: The following greedy strategy works:
We just find the minimum ‘t’ such that 1 + 2 + 3 + … + t >= X.
- If (t * (t + 1)) / 2 = X then answer is ‘t’.
- Else if (t * (t + 1)) / 2 > X, then we find (t * (t + 1)) / 2 – X and remove this number from the sequence [1, 2, 3, …, t]. The resulting sequence sums up to ‘X’.
Below is the implementation of the above approach:
C++
// C++ implementation of the above approach #include <iostream> using namespace std; // returns the minimum time // required to reach 'X' long cal_minimum_time( long X) { // Stores the minimum time long t = 0; long sum = 0; while (sum < X) { // increment 't' by 1 t++; // update the sum sum = sum + t; } return t; } // Driver code int main() { long n = 6; long ans = cal_minimum_time(n); cout << "The minimum time required is : " << ans ; return 0; // This code is contributed by ANKITRAI1 } |
Java
// Java implementation of the above approach class GFG { // returns the minimum time // required to reach 'X' static long cal_minimum_time( long X) { // Stores the minimum time long t = 0 ; long sum = 0 ; while (sum < X) { // increment 't' by 1 t++; // update the sum sum = sum + t; } return t; } // Driver code public static void main(String[] args) { long n = 6 ; long ans = cal_minimum_time(n); System.out.println( "The minimum time required is : " + ans); } } |
Python3
# Python 3 implementation of the # above approach # returns the minimum time # required to reach 'X' def cal_minimum_time(X): # Stores the minimum time t = 0 sum = 0 while ( sum < X): # increment 't' by 1 t = t + 1 # update the sum sum = sum + t; return t; # Driver code if __name__ = = '__main__' : n = 6 ans = cal_minimum_time(n) print ( "The minimum time required is :" , ans) # This code is contributed By # Surendra_Gangwar |
C#
// C# implementation of the above approach using System; public class GFG{ // returns the minimum time // required to reach 'X' static long cal_minimum_time( long X) { // Stores the minimum time long t = 0; long sum = 0; while (sum < X) { // increment 't' by 1 t++; // update the sum sum = sum + t; } return t; } // Driver code static public void Main (){ long n = 6; long ans = cal_minimum_time(n); Console.WriteLine( "The minimum time required is : " + ans); } } |
PHP
<?php // PHP implementation of the // above approach // returns the minimum time // required to reach 'X' function cal_minimum_time( $X ) { // Stores the minimum time $t = 0; $sum = 0; while ( $sum < $X ) { // increment 't' by 1 $t ++; // update the sum $sum = $sum + $t ; } return $t ; } // Driver code $n = 6; $ans = cal_minimum_time( $n ); echo "The minimum time required is : " . $ans ; // This code is contributed // by ChitraNayal ?> |
Javascript
<script> // JavaScript implementation of the above approach // returns the minimum time // required to reach 'X' function cal_minimum_time(X) { // Stores the minimum time let t = 0; let sum = 0; while (sum < X) { // increment 't' by 1 t++; // update the sum sum = sum + t; } return t; } // driver code let n = 6; let ans = cal_minimum_time(n); document.write( "The minimum time required is : " + ans); </script> |
Output:
The minimum time required is : 3
Time Complexity: O(n), since there is a while loop that runs for n times.
Auxiliary Space: O(1), since no extra space has been taken.
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