Tag Archives: Coursera

If One at a Time is too Difficult, Try All at Once!

In the past months, I spent as much time as I had on taking online courses at Coursera. One particularly interesting course, both from a mathematical and computational point of view, is Analytic Combinatorics which applies combinatorics (i.e., the art of counting) to the analysis of algorithms by finding formulae, exact or asymptotic, for their running time.

It is notoriously difficult to find exact formulae for general combinatorial constructs. Typically, we want to know how many objects, e.g., trees, permutations, sequences, with certain properties there are of a given size. Famously, the number of binary trees (and about a million other constructions) is governed by the Catalan numbers

C_n = \frac{1}{n+1}{2n\choose n}.

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