Average-Case Analysis
As everybody knows, there are optimistic, pessimistic, and probabilistic
people. Optimistic people always hope for the best,
pessimistic people are assuming the worst-case (probably not
always, otherwise they wouldn't leave their bed), and probabilistic
people may be characterized by judging everything by experience, i.e,
assuming an average-case behavior.
Thus, when analyzing the complexity of an algorithm, we have to
respect the different needs people have. That is, we should determine
the minimum value (for the optimists), the maximum value (for the
pessimists) and the expected value
for the probabilistic fraction of our community.
This page is still under construction.