Write a Python program to print the sum of series 13 + 23 + 33 + 43 + …….+ n3 till the n-th term.
Examples:
Input: n = 5
Output: 225
Explanation: 13 + 23 + 33 + 43 + 53 = 225
Input: n = 7
Output: 784
Explanation: 13 + 23 + 33 + 43 + 53 + 63 + 73 = 784
Python Program for cube sum of first n natural numbers using Naive Approach:
- Define the function sumOfCubes() which takes an integer input n.
- Declare and initialize a variable sum to 0.
- Start a loop with i ranging from 1 to n.
- For each iteration of the loop, calculate the cube of i and add it to sum.
- After the loop ends, return the value of sum.
Below is the implementation of the above approach:
Python3
def sumOfSeries(n):
sum = 0
for i in range ( 1 , n + 1 ):
sum + = i * i * i
return sum
n = 5
print (sumOfSeries(n))
|
Time complexity: O(n), where n is the input value.
Auxiliary space: O(1),
Python Program for cube sum of first n natural numbers using Mathematical Formula:
An efficient solution is to use direct mathematical formula which is (n ( n + 1 ) / 2) ^ 2.
How does this formula work?
We can prove the formula using mathematical induction. We can easily see that the formula holds true for n = 1 and n = 2. Let this be true for n = k-1.
Let the formula be true for n = k-1.
Sum of first (k-1) natural numbers =
[((k – 1) * k)/2]2
Sum of first k natural numbers =
= Sum of (k-1) numbers + k3
= [((k – 1) * k)/2]2 + k3
= [k2(k2 – 2k + 1) + 4k3]/4
= [k4 + 2k3 + k2]/4
= k2(k2 + 2k + 1)/4
= [k*(k+1)/2]2
Illustration:
For n = 5 sum by formula is
(5*(5 + 1 ) / 2)) ^ 2
= (5*6/2) ^ 2
= (15) ^ 2
= 225
For n = 7, sum by formula is
(7*(7 + 1 ) / 2)) ^ 2
= (7*8/2) ^ 2
= (28) ^ 2
= 784
Below is the implementation of the above approach:
Python3
def sumOfSeries(n):
x = (n * (n + 1 ) / 2 )
return ( int )(x * x)
n = 5
print (sumOfSeries(n))
|
Time Complexity : O(1)
Auxiliary Space : O(1) because constant space has been used.
The above program causes overflow, even if result is not beyond integer limit. Like previous post, we can avoid overflow upto some extent by doing division first.
Below is the implementation of the above approach:
Python3
def sumOfSeries(n):
x = 0
if n % 2 = = 0 :
x = (n / 2 ) * (n + 1 )
else :
x = ((n + 1 ) / 2 ) * n
return ( int )(x * x)
n = 5
print (sumOfSeries(n))
|
Time complexity: O(1) since performing constant operations
Auxiliary Space: O(1)
Short Hand for finding the cube sum of first n natural numbers using Enumerate List
In this approach, we will use the enumerate list to find the cube sum of n natural numbers in one line.
Below is the implementation of the above approach:-
Python
n = 10
result = sum ([(i + 1 ) * * 3 for i, _ in enumerate ( range (n))])
print (result)
|
Time Complexity: O(n)
Auxiliary Space: O(1)
Please refer complete article on Program for cube sum of first n natural numbers for more details!
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Last Updated :
15 Nov, 2023
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