In this question, I was looking for a specific "middle family" of functions between polynomials and "anti-polynomial exponentials", as I will call them, which are functions like like $2^{\sqrt{n}}$ that become exponential when chained to a polynomial (in the above case, $f(n^2) = 2^n$).
Now what I'm wondering is whether there exists a function that lies "exactly halfway" between linear and exponential in this way. Does there exist a continuous, monotone function $f: \mathbb{R}^+ \rightarrow \mathbb{R}^+$ such that $f(f(x)) = 2^x$ for all $x > 0$? Is there a closed form for it?
I'm having trouble getting the 2; Helmut Kneser showed that there is a real analytic function, call it $h(x),$ such that $$ h(h(x)) = e^x. $$
It might be necessary to redo the whole argument to get $2.$ Kneser and related papers at MEEEEEEEEEEEEEEEEEEEEE
A good example is the half iterate of $\sin x,$ it took me quite a while, but see https://mathoverflow.net/questions/45608/formal-power-series-convergence/46765#46765
on average, a decreasing function rules out any half iterate, $\sin x$ is an extremely special case.
Note that if we just ask for differentiabilty, there is a theorem in the KCG book that gives it. I think I included that in the excerpts on my website.