  We study a two parameter family of energy minimization problems for
interaction energies $\mathcal{E}_{\alpha,\beta}$ with attractive-repulsive
potential $W_{\alpha,\beta}$. We develop a concavity principle, which allows us
to provide a lower bound on $\mathcal{E}_{\alpha,\beta}$ if there exist
$\beta_0<\beta<\beta_1$ with minimizers of $\mathcal{E}_{\alpha,\beta_0}$ and
$\mathcal{E}_{\alpha,\beta_1}$ known. In addition to this, we also derive new
conclusions about the limiting behaviour of $\mathcal{E}_{\alpha,\beta}$ for
$\beta\approx 2.$ Finally, we describe a method to show that, for certain
values of $(\alpha,\beta),$ $\mathcal{E}_{\alpha,\beta}$ cannot be minimized by
the uniform distribution over a top-dimensional regular unit simplex. Our
results are made possible by two key factors -- recent progress in identifying
minimizers of $\mathcal{E}_{\alpha,\beta}$ for a range of $\alpha$ and $\beta$,
and an analysis of $\inf\mathcal{E}_{\alpha,\beta}$ as a function on parameter
space.
