Newbie question - How to estimate a distribution if I only have the min, max and mean of observations

[junpenglao]

So you basically have 3 observed data (min, max, and mean) and you try to estimate 2 parameters (mu, sd). I would say you dont have enough information in the observed to do it reliably.