Instead of this single value, a random variable has a function that describes the likelihood of values for the estimate and is called the variable's probability distribution.

The convergence of the optimal value and optimal solution of the stochastic programming are given as the function sequence is epi-convergence and the random variable sequence is square convergence.

Solving the distribution of random variable function which is of great significance whether in theory or in application is an important question in probability theory.