ABSTRACT This article presents a reflection on a body of creative work carried out during four years of Ph.D. research that explored the relationship between complexity theory and music. The article highlights conceptual problems that arose during the creation of the work, especially those associated with the exploration of scientific models for the creation of art. The author does not attempt to offer any final solutions but rather presents the journey undertaken through the combined artistic and research practice as a way of documenting the strategies he developed during this period of creative practice.