In an earlier work, Herb Simon had shown that with quadratic costs and under a certain set of assumptions about the probability distributions, optimal decision rules for production and inventories would be linear functions of the variables describing the state. In his model, firms only needed to take into account the "expected value" and ignore all higher moments of the probability distribution of future sales. This result, known as "certainty equivalence", drastically reduces the computational burden on a representative decision maker.