Some more sample results from a drawing app I am working on that uses a genetic algorithm to generate drawing (click for higher resolution):
Above: face 1, Below: face 2 (same source image as face 1)
Above: one generation of faces (same source as face 1 and 2)
Above: face 3 (different source image), Below: landscape.