How can CVX maximize -sum_(i,j) x(i,j)*log(sum_j x(i,j))?

Nonconvex
3

It’s possible that the rel_entr function can help you here, but the sum definitely complicates things. I am not convinced this is convex, and even if it is, I don’t see how CVX can handle this.