Geometric Probability
Intermediate
Video tutorial
Lecture Notes
Geometric probability is a way to compute the probability of uncountable events. To overcome the uncountable nature, the solution is to use area as a computable proxy. Then the ratio of two areas gives the answer we are looking for.
Probability = Area of Qualified Region / Area of Whole Region
Hence, the steps of calculating geometric probability are:
- Draw the whole region which represents all the possibilities
- Draw the qualifed region which contains all the events that meet the requirement
- Compute their area and then the probability
Tips: usually the requirement is given in an inequality expression. Converting such an inequality into an equation gives the boundary condition which can be used to draw the qualified region.
Examples
(2511) Randomly select $3$ real numbers $x$, $y$, and $z$ between 0 and 1. What is the probability that $x^2 + y^2 + z^2 > 1$?