Modeling and Evaluating the Process of Creating Paintings with Evolutionary Computing

We have modeled the actual process of creating paintings using Evolutionary Computing. In general, an outline and a theme are decided at the beginning of creating a painting, and events are located by the theme, however we evolve initial images to the preselected theme image with this method. We conducted a questionnaire to make the images created by this method to evaluate, and researched which generation people were interested in. We found that the images that have high aesthetic evaluation and originality are created in early and middle generations.