Justification behind this heuristic in SMA*+
From what I can tell the function $c(n)$ was just chosen as a reasonably simple trade-off between f-cost and depth.

It appears that $e$ is added to simply have the denominator $\ln(d(n) + e)$ always be $\geq 1$ and prevent $\ln(0)$.