Ever since the invention of computers, computer-generated music has become an interesting branch of music to look at. We decided to take the approach of generating music from an artificial life standpoint. We have done this by creating a set of rules for the Moveable Feast Machine, a celluar automata. By varying parameters such as how we treat dissonant sounds, what kind of chords we wish to produce, or the type of musical scale we want to work with, we can listen to the results change and improve over time.