I have played with mine from between 30 and 35 psi and found that the lower the psi, the smoother ride, and lower MPG. Higher psi, rougher ride, and higher MPG.
We used to use a trick with big off road tires and good old fashion chalk to determine the best PSI and maximize tread footprint...