The stochastic pp-median problem with unknown cost probability distribution

We want to find the location of pp facilities which minimize the expected total cost, when the cost for using a facility is a stochastic variable with unknown probability distribution. Using the method of the asymptotic approximations the expected optimal value of the allocation variables is shown to be a multinomial Logit model.