Calculating Pi 𝞹 Values Using Python Programming | Python MatplotLib | How to Calculate Pi 𝞹 Values? Visualization of Pi 𝞹 Values | Python | Pi Day
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Calculating Pi 𝞹 Values Using Python Programming | Python MatplotLib | How to Calculate Pi 𝞹 Values? Visualization of Pi 𝞹 Values | Python | Pi Day
As we all know that the circle is just a polygon, with infinite sides. So, with this concept, we can calculate the value of pi 𝞹. With simple trigonometry. We will consider every object as a circle & polygon at the same time. And use the naming convention interchangeably so, don't get confused.
Supplies
Python IDE
Below are the libraries required:
- Math
- Maplotlib
These need to be imported as follows:
import math import matplotlib.pyplot as plt
Circle Is a Polygon With Infinite Sides
We can see in the above figure. As we go on increasing the number of sides of the polygon its shape starts to look like a circle.
When the number of sides of the polygon is equal to infinity it becomes a perfect circle.
Pi 𝞹 Vs. Sides
In the graph shown above. It is a graph of the 𝞹 pi values calculated versus the number of sides of the polygon used to calculate that value. The more the number of sides the more accurate the value we get approximated to 3.141592653589793238.
Polygons With Diagonals
The above figure shows the diagonals of the polygon.
The number of sides of polygon = number of diagonals.
For a perfect circle, there will be infinite diagonals. And the length of the diagonal will be equal to the diameter of the circle.
So, we will consider the radius = digonal/2.
Decagon for Calculations
Let us consider this decagon for the explanation and calculation of the 𝞹 (pi) value.
It has 10 sides & 10 diagonals.
Angles (θ) of Polygon
Let us consider the angle between any two diagonals of the polygon as theta(θ).
Theta = 360 / no of sides
for decagon :
θ = 360/ 10
θ = 36°
Consider This Triangle
Let us consider this triangle for the calculation.
Triangles in Polygon
Every polygon has diagonals. So a triangle is formed between two diagonals and the side.
So, we can use this triangle-based method for any polygon to calculate the value of pi.
Triangle for Calculations
This is the triangle to be used for calculation. We have separated it out from polygon. For better visualization and easier calculations.
Specs of Triangle
There is an angle θ theta between two diagonals. The two sides of the triangle can be considered radii because it is equal to the diagonal/2 of the polygon. The other side of the triangle is equal to the edge of the polygon.
Calculating Theta Θ
The values we know are theta, radius, phi.
To find: base,side
let us consider raduis = 10
θ = 360 / no of sides
for decagon :
θ = 360 / 10
θ = 36°
radius = 10 hypo = radius theta = 360/sides
Calculating Phi Φ
As per the figure shown. The phi value is equal to the half of theta value.
Φ = θ /2
for decagon:
Φ = 36 /2
Φ = 18°
phi = theta/2
Calculating Base of Triangle
This is a right-angled triangle.
Therefore base = radius x sin(Φ)
for decagon:
base = 10 x sin(18)
base = 3.09016994
base = hypo* math.sin(phi*math.pi/180)
Calculating Edge of Polygon
The side length of the polygon is equal to twice the base of the right-angled triangle.
side length = 2 x base
for decagon:
side length = 3.09016994 x 2
side length = 6.18033988
side_length = 2* base
Calculating Perimeter of Polygon
The circle is a polygon with infinite edges.
The perimeter of any polygon = no of sides x length of the side
for decagon:
perimeter = 10 x 6.18033988
perimeter = 61.8033988
#perimeter of polygon = circumference of circle perimeter = side_length * sides
Calculating 𝞹 Pi Value
We are considering a circle as a polygon with infinite sides.
So, the perimeter of the polygon is equal to the circumference of the circle.
circumference of circle = 2 x 𝞹 x radius
2 x 𝞹 x radius = no of sided x length of side
𝞹 = (no of side x length of side)/(2 x radius)
That's how we calculated the value of 𝞹.
for decagon:
𝞹 = (10 x length of side)/(2 x 10)
𝞹 = (10 x 6.18033988)/(2 x 10)
𝞹 = 3.09016994
pi_calculated = perimeter /(2*radius)
Increasing Sides Reduces Error
In the graph shown above. It is a graph of the 𝞹 pi values calculated versus the number of sides of the polygon used to calculate that value. The more the number of sides the more accurate the value we get approximated to 3.14159.
The table has the values of the number of sides of the polygon and the respective pi value calculated from that figure.
Conclusion
We have successfully calculated the 𝞹 value with the help of trigonometry and polygons.
And the most important part is we made this right before World Pi 𝞹 day 14 March.
Code to Calculate 𝞹 Pi
Below is the code in Python Programming language.
The function calculate_pi takes in the sides(Integer) as parameter and returns the calculated pi value.
def calculate_pi(sides): radius = 10 theta = 360/sides hypo = radius phi = theta/2 base = hypo* math.sin(phi*math.pi/180) side_length = 2* base #perimeter of polygon = circumference of circle perimeter = side_length * sides #circumference of circle = 2*pi*r pi_calculated = perimeter /(2*radius) return pi_calculated
Comparing Theoretical & Calculated Pi Value
The above image compares the pi value stored in the math library and our calculated pi value.
With the polygon of 10,000 sides, we get the error of just 5.1677127910210174e-08.
Code to Draw Polygon
The below code is to make a polygon in the Python programming language.
It uses a library named MatplotLib to plot/draw.
It has a function draw_polygon which takes the number of sides of the polygon and draws a polygon of that number of sides in a new window.
def draw_polygon(sides): radius =10 x,y=[],[] for i in range(sides): theta = i*360/sides x.append(radius*math.cos(math.pi*theta/180)) y.append(radius*math.sin(math.pi*theta/180)) x.append(x[0]) y.append(y[0]) plt.plot(x,y) plt.scatter(0,0)