We apply random sets theory to decision making under risk. This leads to a unifying concept which is
compatible with some types of behavior like the Choquet Expected Utility and MaxMin Expected Utility.
We show that the ‘‘expected utility’’ of a random set lottery is easy to calculate. Hence a decision making
model with random sets is actually very tractable.