Random Walk, Normal Distribution, Rayleigh, Maxwell Boltzmann, Diffusion Equation.
steps increases. This is because the walker’s distance is the sum of many independent and identically distributed random variables (the steps), resulting in a normal distribution. Let me demonstrate this with a piece of code. In the code below, the direction is determined by a Bernoulli