random_variate_generation.py is the importable class, used to create an object for RVG rvg_test.py are sample tests that I have used to confirm the distributions being created are as expected, and ...

Abstract: Random variate generation is a fundamental aspect of simulation modeling and analysis. The objective of random variate generation is to produce observations that have the stochastic ...

Abstract: Probabilistic based random variate generation is the most popular method for representing randomness into simulation scenarios that could occur in real life. The main idea behind the use of ...

In this paper we consider two important topics: density estimation and random variate generation. We present a framework that is easily implemented using the familiar multilayer neural network. First, ...

You have two ways of generate random numbers.