How to Calculate the Digits of Pi with Python

by aoum, Mar 2, 2025, 1:26 AM

How to Calculate the Digits of Pi

Pi (π) is one of the most famous irrational numbers, representing the ratio of a circle's circumference to its diameter. Over the centuries, mathematicians have developed various methods to calculate its digits. In this blog post, we'll explore a few methods used to approximate π.

1. Leibniz Formula

One of the earliest methods to calculate π is the Leibniz formula. This formula is simple but converges very slowly, meaning it requires many terms to get a decent approximation of π.

The formula is:

$$ \pi = 4 \left( 1 - \frac{1}{3} + \frac{1}{5} - \frac{1}{7} + \frac{1}{9} - \dots \right) $$
In general, the nth term is:

$$ \frac{(-1)^n}{2n+1} $$
By summing these terms, we can approximate π. However, the series converges very slowly, so it would take millions of terms to get a few accurate digits of π.

Click to see Python code for Leibniz formula

2. Archimedes' Method

The ancient Greek mathematician Archimedes developed a method for approximating π by inscribing and circumscribing polygons around a circle. The more sides the polygons have, the closer their perimeter gets to the circumference of the circle, allowing for a more accurate estimate of π.

Archimedes began with a hexagon and doubled the number of sides of the polygon in each step. As the number of sides increased, the polygon better approximated the circle.

For example, with a 96-sided polygon, Archimedes was able to estimate that π was between 3.1408 and 3.1429.

Click to see Python code for Archimedes' method

3. Gauss-Legendre Algorithm

The Gauss-Legendre algorithm is much faster than the Leibniz formula. This iterative algorithm converges to π very quickly, providing a highly accurate result with fewer iterations.

Here’s how the algorithm works:

Initialize:
$$ a_0 = 1, \quad b_0 = \frac{1}{\sqrt{2}}, \quad t_0 = \frac{1}{4}, \quad p_0 = 1 $$
For each iteration, update:
$$ a_{n+1} = \frac{a_n + b_n}{2}, \quad b_{n+1} = \sqrt{a_n \cdot b_n}, \quad t_{n+1} = t_n - p_n \left( a_n - a_{n+1} \right)^2, \quad p_{n+1} = 2 p_n $$
After several iterations, the approximation for π is:
$$ \pi \approx \frac{(a_n + b_n)^2}{4 t_n} $$
This method converges very quickly, so even a few iterations will give you a very accurate estimate of π.

Click to see Python code for Gauss-Legendre algorithm

4. Chudnovsky Algorithm

For high precision calculations of π, the Chudnovsky algorithm is one of the fastest algorithms known. This formula converges incredibly fast, which is why it’s used to calculate billions of digits of π.

The formula is:

$$ \frac{1}{\pi} = 12 \sum_{k=0}^{\infty} \frac{(-1)^k (6k)! (545140134k + 13591409)}{(3k)! (k!)^3 640320^{3k + 3/2}} $$
The terms in this series rapidly get smaller, so after just a few terms, you can get a highly accurate approximation of π.

Click to see Python code for Chudnovsky algorithm

5. Using Built-in Libraries

If you don't need a custom solution and just want a quick approximation, many programming languages offer built-in libraries for π. For instance, in Python, the math module provides an easy way to access the value of π.

Example:

import math
print(math.pi)  # Prints the value of pi up to the precision of floating point numbers


Many programming languages, such as Python, C++, and Java, provide built-in constants for π, allowing you to avoid manually calculating the value. These built-in constants use the precision of the underlying machine to give you an accurate approximation of π.

Conclusion

There are many different methods to calculate the digits of π, ranging from simple, slow formulas like the Leibniz series to highly efficient algorithms like the Chudnovsky algorithm. The method you choose will depend on how many digits you need and the level of precision you require.

For those looking to calculate a few digits quickly, built-in libraries or simpler formulas will suffice. But for those interested in pushing the limits of precision, algorithms like Gauss-Legendre and Chudnovsky are excellent choices!

Feel free to explore the various methods we've discussed to approximate π, and try to calculate it to as many digits as possible using the methods described. Each method has its pros and cons depending on the use case and computational resources available.

Go ahead and try out the methods described in this post and explore the different techniques for calculating π. Happy learning! :)
This post has been edited 2 times. Last edited by aoum, Mar 2, 2025, 1:34 AM

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Another version: Finding the Digits of Pi

by aoum, Mar 3, 2025, 12:17 AM

Fun with math!

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  • cool blog and good content but it looks eerily similar to chatgpt

    by SirAppel, Yesterday at 1:28 AM

  • 1,000 views!

    by aoum, Yesterday at 12:25 AM

  • Excellent blog. Contribute?

    by zhenghua, Apr 10, 2025, 1:27 AM

  • Are you asking to contribute or to be notified whenever a post is published?

    by aoum, Apr 10, 2025, 12:20 AM

  • nice blog! love the dedication c:
    can i have contrib to be notified whenever you post?

    by akliu, Apr 10, 2025, 12:08 AM

  • WOAH I JUST CAME HERE, CSS IS CRAZY

    by HacheB2031, Apr 8, 2025, 5:05 AM

  • Thanks! I'm happy to hear that! How is the new CSS? If you don't like it, I can go back.

    by aoum, Apr 8, 2025, 12:42 AM

  • This is such a cool blog! Just a suggestion, but I feel like it would look a bit better if the entries were wider. They're really skinny right now, which makes the posts seem a lot longer.

    by Catcumber, Apr 4, 2025, 11:16 PM

  • The first few posts for April are out!

    by aoum, Apr 1, 2025, 11:51 PM

  • Sure! I understand that it would be quite a bit to take in.

    by aoum, Apr 1, 2025, 11:08 PM

  • No, but it is a lot to take in. Also, could you do the Gamma Function next?

    by HacheB2031, Apr 1, 2025, 3:04 AM

  • Am I going too fast? Would you like me to slow down?

    by aoum, Mar 31, 2025, 11:34 PM

  • Seriously, how do you make these so fast???

    by HacheB2031, Mar 31, 2025, 6:45 AM

  • I am now able to make clickable images in my posts! :)

    by aoum, Mar 29, 2025, 10:42 PM

  • Am I doing enough? Are you all expecting more from me?

    by aoum, Mar 29, 2025, 12:31 AM

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