About probability of crossing a circle circumference by a needle

In summary, Buffon's needle problem explores the probability of a needle crossing a set of parallel lines or a circumference of a circle with known distances between them and known lengths of the needle. The problem is not well-defined unless the geometry is clearly defined. For a single circle, the probability can be calculated by approximating the circle as a line and considering the additional length shown in red. This can be reduced to solving a quadratic equation and the final probability is given by an integral.
  • #1
Adel Makram
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Buffon`s needle problem described the probability of crossing a set of parallel lines with a known distance between them by a needle of a known length. What is the probability of crossing a circumference of a circle with a known radius by a needle of a known length?

I feel that a simple answer to this problem can not be found unless the problem is well defined in a geometrical sense. Unlike the parallel lines in classical Buffon`s needle problem, the geometry here is different because a 2D space can not be tiled by non-overlapped circles.
 
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  • #2
Your problem is not well defined. With a single circle you will need to make assumptions on how large the region in which you drop the needle is.
 
  • #3
Orodruin said:
Your problem is not well defined. With a single circle you will need to make assumptions on how large the region in which you drop the needle is.
Let the circle is inscribed in a square with its side equals the diameter of the circle and let the needle length is small compared with that diameter. To make the matter easier, let's ignore the position of the needle outside the circle or to consider it as a cross when the center of the needle is outside the circle.
 
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  • #4
If the needle length is very small compared to the radius of the circle, you can approximate the circle as line with a length given by the circle circumference, as the curvature has a negligible effect. Then you are back to the classical problem.
 
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  • #5
mfb said:
If the needle length is very small compared to the radius of the circle, you can approximate the circle as line with a length given by the circle circumference, as the curvature has a negligible effect. Then you are back to the classical problem.
But I am actually interested in a case where l/2r is not negligible.
 
  • #6
I followed the concept of one of calculation in wikipedia. Here is the attached figure described the case. The probability of crossing the circle circumference is equal to the integration of the projection of the half needle length on the radius (l/2 cosΘ) plus the length shown in red divided by the integration of the radius of the circle where the interval of the integration is {0, π/2}.

As expected this probability is larger than the classical probability of a needle crossing parallel lines that is because of the additional part shown in red. Now I need to calculate that length.
 

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  • #7
I see that the problem can be reduced to an isosceles triangle. The problem of solving the red line in the figure of the previous post is equivalent to soling the blue side in this post. In this problem, the red line represents half the needle length and theta corresponds to the angle of inclination on the radius in the original solution. So I need to solve for the blue line as a function of theta, L/2 and r of the circle.
 

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    isosceles.png
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  • #8
So again the probability equals to the projection of the half needle length on the direction of the radius (l/2 cosΘ) plus the length shown in red divided by the integration of the radius of the circle where the interval of the integration is {0, π/2}. The nominator is also equal to the radius minus the length s in the attached file. S can be calculated from the law of triangle, r2=d2+s2+2ds cosθ
this is a quadratic equation in s, s= -dcosθ±√(d2cos2θ+4(r2-d2)
p=r-s = r-[-dcosθ±√(d2cos2θ+4(r2-d2)]
= r+dcosθ±√(d2cos2θ+4(r2-d2)

Then the probability of cross the circle circumference = (2/πr) ∫r+dcosθ±√(d2cos2θ+4(r2-d2) dθ
 

What is the "needle problem" or "Buffon's needle problem"?

The "needle problem" or "Buffon's needle problem" is a mathematical thought experiment that involves randomly throwing a needle onto a lined surface. The goal is to determine the probability that the needle will cross one of the lines on the surface.

What are the assumptions made in the needle problem?

The needle problem assumes that the needle's length is equal to the distance between the lines on the surface, and that the needle is thrown randomly and independently of the lines on the surface.

How is the probability of crossing a circle circumference by a needle calculated?

The probability of crossing a circle circumference by a needle can be calculated using the following formula: P = (2L)/(πD), where P is the probability, L is the length of the needle, and D is the diameter of the circle.

What is the significance of the needle problem in mathematics?

The needle problem is significant in mathematics because it was one of the first problems to use the concept of probability to solve a real-world problem. It also has applications in various fields such as physics, engineering, and statistics.

Are there any real-life applications of the needle problem?

Yes, the needle problem has been used to determine the efficiency of various physical processes, such as estimating the density of a forest or the distribution of stars in a galaxy. It has also been used to develop algorithms for computer simulations and to study the behavior of random processes.

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