If $f$ is a probability distribution on the unit disk in $\mathbb{R}^2$, and $X_1$ and $X_2$ are two independent samples from $f$, then what is the distribution $f^*$ that maximizes the average distance between these two samples, $E\|X_1-X_2\|$? Should all of the probability mass be distributed along the perimeter?