To improve the best case, all we have to do it to be able to
solve one instance of each size efficiently. We could modify
our algorithm to first test whether the input is the special
instance we know how to solve, and then output the canned
answer.
E.g. For sorting, we can check if the values are already ordered,
and if so output them.
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