Binomial bound

2 weeks ago 13
Club.noww.in

I recently came across an upper bound I hadn’t seen before [1]. Given a binomial coefficient C(r, k), let

n = min(k, rk)

and

m = r −  n.

Then for any ε > 0,

C(n + m, n) ≤ (1 + ε)n + m / εn.

I could imagine how non-optimal choice of ε could be convenient in some context, it’s natural to want to see how good the upper bound is for the best ε, which works out to be ε = n/m.

A little algebra shows this value of ε leads to

C(n + m, n) ≤ (n + m)n + m / nn mn.

Note that while the original bound is not symmetric in n and m, the optimal bound is.

Returning to the original notation C(r, k), let’s see how tight the optimal bound is by plotting, as a function of r, the maximum relative error as a k varies.

The maximum relative error, over the range plotted, is very roughly r/10.

Related posts

[1] Grzegorz Łysik. The ε-binomial inequality. The Mathematical Gazette. Vol. 92, No. 523 (March 2008), pp. 97–99

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