Closed form for $\sum_{k=0}^{n} k\binom{n}{k}\log\binom{n}{k}$ Is it possible to write this in closed form:
$$\sum_{k=0}^{n} k\binom{n}{k}\log\left(\vphantom{\Huge A}\binom{n}{k}\right)$$
Can you get something like $$n2^{n-1}\log(2^{n-1})$$ 
 A: Warning! 
I couldn't find a closed form. An approximation is described below.

You may start by symmetrizing the summand to get 
$$\sum_{k=0}^{n} k\binom{n}{k}\log\binom{n}{k}={n\over 2}\sum_{k=0}^{n} \binom{n}{k}\log\binom{n}{k}.\tag1$$
The terms in the sum on the right hand side of (1) are symmetric around $n/2$ and concentrated near $k\approx n/2$, so replacing $\log{n\choose k}$ with $\log{n\choose n/2}$ gives a reasonable approximation, and an upper bound. That is, 
$${n\over 2}\sum_{k=0}^{n} \binom{n}{k}\log\binom{n}{k}\approx  {n\over 2}\,2^n\log{n\choose n/2}.$$
Using Stirling's formula gives another approximation (and upper bound) 
$${n\over 2} \sum_{k=0}^{n} \binom{n}{k}\log\binom{n}{k}\approx  {n\over 2}\,2^n [(n+1/2)\log(2)-\log(n\pi)/2].$$

Added: A better approximation results by replacing $\log{n\choose k}$ with $\log{n\choose n/2}-{2\over n}(k-n/2)^2$. With a little work you can get 
$${n\over 2}\,\sum_{k=0}^{n} \binom{n}{k}\log\binom{n}{k}={n\over 2}\,2^n \left[\log{n\choose n/2}-{1\over 2}+o(1)\right].$$
A: If $f(n)$ is your sum, then $e^{f(n)}$ becomes an integer product, say $p(n)$, formed by multiplying each binomial coefficient $\binom{n}{k}$ to the power $k \cdot \binom{n}{k}.$ That is,
$$p(n)=e^{f(n)}=\prod_{k=0}^n \binom{n}{k}^{k \binom{n}{k}}.$$
The first few terms are
$$p(1)=1,\ p(2)=2^2,\ p(3)=3^9,\ p(4)=2^{44}3^{12},\ p(5)=2^{50}5^{75}.$$
When I put the first three into o.e.i.s there was a hit, but it wasn't this sequence, as discovered when I tried the first four terms. (This is no argument that there is not a closed form, of course.) 
One thing that initially seems to go against a closed form is that the primes entering into the log terms in $f(n)$ are the set of primes dividing binomial coefficients in row $n$ of the binomial triangle, and such primes don't seem to appear in any regular way from row to row, and it seems such lists become arbitrarily long as $n$ increases; at least one can say that in row $n=p$ the prime $p$ will appear.
A: THIS IS PART OF THE ANSWER: Ok since $$\binom{n}{k} = \binom{n}{n-k}$$ then we can large index terms with small index terms:
so:
$$\sum_{k=0}^{n} k\binom{n}{k}\log{\binom{n}{k}} = \sum_{k=0}^{n/2}(k
\binom{n}{k}\log{\binom{n}{k}} + (n-k)\binom{n}{n-k}\log{\binom{n}{n-k}}) = \sum_{k=0}^{n/2}n\binom{n}{k}\log{\binom{n}{k}} = n\sum_{k=0}^{n/2}\binom{n}{k}\log{\binom{n}{k}} $$ 
Now we just need to show the rest is bounded by $$2^{n-1}\log(2^{n-1})$$
