Full title: Moving Average CA in the Numerical Study of a 2D Brusselator Model. This is program I wrote as part of my Masters thesis in Applied Mathematics. It uses the non-traditional approach of cellular automata (CA) to solve a coupled set of 2 non-linear partial differential equations in order to study the qualitative properties of the system and compare its method of solution against a traditional approach.