In a series of projects using genetic algorithms and genetic programming, we have tested such evolutionary approaches on generative applications to abstract art, graphic design and game design projects. The work up until 2010 was summarised in a Keynote talk at the UK Computational Intelligence Workshop by Simon Colton. The talk is available here:

Below are the papers that have arisen from our evolutionary approaches to Computational Creativity.

Abstract Art

Game Design

Graphic Design