I think the Kelly betting criterion always gives "sensible" results. By which I mean: there's no hyper-st-petersburg-lottery for which maximizing expected log wealth means investing infinity times your current wealth, even if
(Sorry if this isn't a novel idea, just noticed this and needed to put it down somewhere)
Sketch proof for a toy model, I think this generalizes.
Assume we are deciding what fraction,
We assume
Our expected log wealth (as a multiple of what we stated with), having invested
It is very easy to get this to diverge, e.g
The Kelly criterion says we should look for maxima of
and we want to solve
The first observation to make is that f'(q) converges for almost all values of
The exceptions are the simple poles at each
The second is that
Finally, consider the smallest
I'm not sure what would happen if there were no smallest x_i < 1