A new mathematical expectation formula with some hypotheses, notions and propositions was givento get rid of the challenge of St. Petersburg paradox and Pascal’s wager. Relevant results show that it is veryeffective to apply the model to solve the expected revenue problems containing random events with low proba-bility but high revenue. This work also provides the probability theory with a more widely applied perspectivein group decision-making.