You can approximate pi using a method called Buffon's Needle problem. It involves dropping sticks (or needles) randomly onto a surface with parallel lines and using the proportion of sticks that cross a line to estimate pi.
Buffon's Needle Experiment Explained
Here's how the experiment works and the calculation:
-
Prepare the Surface: Draw a series of parallel lines on a flat surface. The distance between each line should be consistent. Let's call this distance
d
. -
The Sticks: Obtain a collection of identical sticks (or needles). The length of each stick,
l
, must be less than or equal to the distance between the lines (l <= d
). -
The Drop: Randomly drop the sticks onto the surface. Ensure that each stick's position and orientation are completely random.
-
Count the Crosses: Count the number of sticks that land so that they cross one of the parallel lines. Let's call this number
c
. Also count the total number of sticks you dropped; we'll call that numbers
. -
The Calculation: Estimate pi using the following formula:
π ≈ (2 l s) / (d * c)
Where:
π
is pi.l
is the length of each stick.s
is the total number of sticks dropped.d
is the distance between the parallel lines.c
is the number of sticks that cross a line.
Why This Works
The probability of a stick crossing a line can be mathematically derived using probability and integral calculus. This probability is directly related to pi. By performing the experiment many times (dropping a large number of sticks), the experimental result converges toward the theoretical probability, allowing for an approximation of pi.
Example
Let's say you have sticks of length 5 cm (l = 5
), and the distance between the lines is 5 cm (d = 5
). You drop 1000 sticks (s = 1000
) and find that 637 sticks cross a line (c = 637
). Then:
π ≈ (2 5 1000) / (5 * 637)
π ≈ 10000 / 3185
π ≈ 3.14
Accuracy
The accuracy of the approximation increases with the number of sticks dropped. The more sticks you drop, the closer the result will be to the actual value of pi.