Let $S(n,k)$ be a Stirling number of the second kind. Then define $$ a_n = \sum_{k=0}^n k! \cdot S(n,k) $$ is known as either the $n^{th}$ Fubini number or the $n^{th}$ ordered Bell number.
I know that $a_n$ satisfies the following recurrence: $$ a_n = \sum_{k=1}^n\binom{n}{k}a_{n-k} $$ and that $$ \frac{1}{2-e^x}=f(x) = \sum_{k=0}^\infty a_k\frac{x^k}{k!} $$ is the exponential generating function. I am attempting to derive this generating function and if I can prove the following convolution $$ \sum_{k=0}^n\binom{n}{k}a_ka_{n-k} = \frac{a_{n+1}+a_n}{2} $$ then I can show that $f(x)$ satisfies $$ 2f^2(x)-f(x) = f'(x) $$ and conclude that $$ f(x) = \frac{1}{2-e^x}. $$
Does anyone know of a combinatorial proof or some other basic approach to prove the convolution? The only thing I can find requires the manipulation of lots of Fubini polynomials which I would like to avoid as the consequence is not immediate or trivial.
We are given $a_0=1$ and $$a_n = \sum_{k=1}^n\binom{n}{k}a_{n-k}$$ for $n>0$. Now add $a_n$ to both sides to get $$2a_n = \sum_{k=0}^n\binom{n}{k}a_{n-k}$$ for $n>0$ as well. Translating this to generating functions: $$-1 + 2f(x) = e^xf(x)$$ leads to $$\frac1{2-e^x}=f(x).$$