Von-Neumann-Morgenstern
This criteria is the one which economists believe in. It is similar to the average criteria except that each column is weighted with the probability of a state of nature being existent.
Each row is given the value:
Sum (h=1,n, uih*ph) where ph is the probability associated with column h.
And you pick the maximum row value.