Random events that take place in continuous sample space may invoke geometric imagery for at least two reasons: due to the nature of the problem or due the the nature of the solution.
Some problems, like Buffon's needle, Birds On a Wire, Bertrand's Paradox, or the problem of the Stick Broken Into Three Pieces do, by their nature, arise in a geometric setting. The latter also admits multiple reformulations which require comparison of the areas of geometric figures. In general, we may think of geometric probabilities as non-negative quantities (not exceeding 1) being assigned to subregions of a given domain subject to certain rules. If function μ is an expression of this assignment defined on a domain D, then, for example, we require
0 ≤ μ(A) ≤ 1, A ⊂ D and
μ(D) = 1
The function μ is usually not defined for all A ⊂ D. Those subsets of D for which μ is defined are the random events that form a particular sample spaces. Very often μ is defined by means of the ratio of areas so that, if σ(A) is defined as the "area" of set A, then one may set
Two friends who take metro to their jobs from the same station arrive to the station uniformly randomly between 7 and 7:20 in the morning. They are willing to wait for one another for 5 minutes, after which they take a train whether together or alone. What is the probability of their meeting at the station?
In a Cartesian system of coordinates (s, t), a square of side 20 (minutes) represents all the possibilities of the morning arrivals of the two friends at the metro station.
The gray area A is bounded by two straight lines,
[400 - (15×15/2 + 15×15/2)] / 400 = 175/400 = 7/16.
([Sveshnikov, problem 3.12].)
Three points A, B, C are placed at random on a circle of radius 1. What is the probability for ΔABC to be acute?.
Fix point C. The positions of points A and B are then defined by arcs α and β extending from C in two directions. A priori we know that
Region D is the intersection of three half-planes:
Now observe, that unless the random triangle is acute it can be thought of as obtuse since the probability of two of the three points A, B, C forming a diameter is 0. (For BC to be a diameter, one should have
Three points A, B, C are placed at random on a circle of radius 1. What is the probability that all three lie in a semicircle?
- D. A. Klain, G.-C. Rota Introduction to Geometric Probability , Cambridge University Press, 1997
- A. A. Sveshnikov, Problems in Probability Theory, Mathematical Statistics and Theory of Random Functions, Dover, 1978
- A. M. Yaglom, I. M. Yaglom, Challenging Mathematical Problems With Elementary Solutions, Dover, 1987
- Geometric Probabilities
- Are Most Triangles Obtuse?
- Geometric Probability
- Bertrand's Paradox
- Birds On a Wire (Problem and Interactive Simulation)
- Buffon's Noodle Simulation
- Averaging Raindrops - an exercise in geometric probability
- Rectangle on a Chessboard: an Introduction
- Marking And Breaking Sticks
- Random Points on a Segment
- Semicircle Coverage
- Hemisphere Coverage
- Overlapping Random Intervals
Copyright © 1996-2008 Alexander Bogomolny