Using Statistical Models and Evolutionary Algorithms in Algorithmic Music Composition

Abstract

Algorithms can be used to implement a set of instructions or rules. The applications of algorithms are extensive, however, there are some areas where they can be constrained. In composition theory, there are many choices that are drawn from the artist's creativity. These choices are partly influenced by the rules of composition theory and partly influenced by the artist's personal perception or inspirations. It is for this reason that a computer would not be able to satisfy every artist's perception into one musical piece. The algorithmic components, however, can be achieved by satisfying the components of composition theory to develop a piece of music.