A New Approach to Machine Generation of Random Variables With Any Distribution

摘要

A general procedure for generating a random variable with any distribution is presented. The basis of the procedure is that an event can be expressed as an outcome of two mutually exclusive events. The advantage of this procedure is illustrated with an example. The procedure has been used in Monte Carlo simulation studies of complex manufacturing and testing systems.