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Buffon’s needle: fun and fundamentals Yanwei Wang 王衍

Buffon\'s needle: fun and fundamentals

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from Buffon\'s needle to equilibrium partitioning of polymers in confining pores

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Page 1: Buffon\'s needle: fun and fundamentals

Buffon’s needle:fun and fundamentals

Yanwei Wang王衍伟

Page 2: Buffon\'s needle: fun and fundamentals

Georges-Louis Leclerc, Comte de Buffon(7 September 1707 – 16 April 1788)

Page 3: Buffon\'s needle: fun and fundamentals

Histoire Naturelle, Générale et Particulière (1749-88, 36 volumes)

Page 4: Buffon\'s needle: fun and fundamentals

Essai d’arithmétique morale (or “Essay of moral arithmetic”)

Page 5: Buffon\'s needle: fun and fundamentals

The game of franc-carreau(The clean tile problem)

Page 6: Buffon\'s needle: fun and fundamentals

The game of franc-carreau(The clean tile problem)

Page 7: Buffon\'s needle: fun and fundamentals

The game of franc-carreau(The clean tile problem)

Page 8: Buffon\'s needle: fun and fundamentals

The clean tile problem represents the first attempt towards computing probabilities by using geometry instead of analysis.

A.M. Mathai : An Introduction to Geometrical Probability: Distributional Aspects with Applications, Gordon and Breach, Newark, (1999).

Page 9: Buffon\'s needle: fun and fundamentals

The needle problem

Page 10: Buffon\'s needle: fun and fundamentals

• Ever helpful, Buffon points out that "On peut jouer ce jeu sur un damier avec une aiguille à coudre ou une épingle sans tête." (You can play this game on a checkerboard with a sewing-needle or a pin without a head.)

Page 11: Buffon\'s needle: fun and fundamentals
Page 12: Buffon\'s needle: fun and fundamentals

The solution required a geometrical (rather than combinatorial) approach and was obtained by using integral calculus, for the first time in the development of probability.

The probability that a needle (L<D) cut a line is

P =2

!

L

D

A.M. Mathai : An Introduction to Geometrical Probability: Distributional Aspects with Applications, Gordon and Breach, Newark, (1999).

Page 13: Buffon\'s needle: fun and fundamentals

The probability that a needle (L<D) cut a line is

P =2

!

L

DBuffon's needle problem established the theoretical basis for design-based methods to estimate the total length and total surface area of non-classically shaped objects. The field is known as Stereology.

Page 14: Buffon\'s needle: fun and fundamentals

Proc Biol Sci. 2000 April 22; 267(1445): 765–770.

Page 15: Buffon\'s needle: fun and fundamentals

The probability that a needle (L<D) cut a line is

P =2

!

L

DIn 1812, Laplace suggested using Buffon’s needle experiments to estimate π

Page 16: Buffon\'s needle: fun and fundamentals

The Monte Carlo Casino

Von Neumann chose the name "Monte Carlo".

Page 17: Buffon\'s needle: fun and fundamentals

The probability that a needle (L<D) cut a line is

P =2

!

L

DIn 1812, Laplace suggested using Buffon’s needle experiments to estimate π

wrong!

Page 18: Buffon\'s needle: fun and fundamentals

An italian mathematician, Mario Lazzarini performed the Buffon’s needle experiment in 1901. His needle was 2.5 cm long, and his parallel lines were separated by 3.0 cm apart. He dropped the needle 3408 times and observed 1808 hits.

1808

3408=

2

2.5

3.0

!̂ =355

113= 3.1415929...

Page 19: Buffon\'s needle: fun and fundamentals

An italian mathematician, Mario Lazzarini performed the Buffon’s needle experiment in 1901. His needle was 2.5 cm long, and his parallel lines were separated by 3.0 cm apart. He dropped the needle 3408 times and observed 1808 hits.

1808

3408=

2

2.5

3.0

!̂ =355

113= 3.1415929...

Zu Chongzhi (429–500)

The Zu Chongzhi Pi rate, obtained around 480 using Liu Hui's algorithm applied to a 12288-gon

Page 20: Buffon\'s needle: fun and fundamentals
Page 21: Buffon\'s needle: fun and fundamentals

What is the average number of needle-line crossings?This version was introduced by Émile Barbier (1839-1889) in 1870.

Page 22: Buffon\'s needle: fun and fundamentals

If L<D, the number of crossing in one throw can either be 1 or 0 with probabilities P and 1-P. The throws are Bernoulli trials.

P =2

!

L

D

When a needle is dropped at random T times, the expected number of cuts is PT.

Page 23: Buffon\'s needle: fun and fundamentals

The Buffon Noodle Problem

Page 24: Buffon\'s needle: fun and fundamentals

Suppose the noodle is piecewise linear, i.e. consists of N straight pieces. Let Xi be the number of times the i-th piece crosses one of the parallel lines. These random variables are not independent, but the expectations are still additive.E(X1+X2+···+XN)=E(X1)+E(X2)+···+E(XN)

Ramaley, J. F. (1969). "Buffon's Noodle Problem". The American Mathematical Monthly 76 (8, October 1969): 916–918

Page 25: Buffon\'s needle: fun and fundamentals

P =2

!

L

D

When a noodle is dropped at random T times, the expected number of cuts is PT.

where L is the contour length of the noodle.

Page 26: Buffon\'s needle: fun and fundamentals

Consider a circle with diameter, D, the same as the grid spacing. The total length of the circle (circumference) is π D. The expected number of cuts per throw is then

2

!

!D

D= 2

Page 27: Buffon\'s needle: fun and fundamentals
Page 28: Buffon\'s needle: fun and fundamentals

The Buffon-Laplace problem

Page 29: Buffon\'s needle: fun and fundamentals
Page 30: Buffon\'s needle: fun and fundamentals

Summary

• Mr. Buffon and his three classical problems

• Mr. Lazzarini’s lucky estimate of π

• The Buffon noodle problem

• Inspirations to our research