Evolutionary Computing: The Invisible Hand of Intelligence

Darwinian evolution is characterized by an utter lack of guidance; it is the "blind watchmaker" of Dawkins. It doesn't know where it's going. It doesn't know it is building a watch. It doesn't know what a watch is. There is no goal, no plan, and no target in "natural evolution." Mutations bounce around against environmental constraints, and whatever happens, happens.

William Dembski and Robert Marks have shown that no evolutionary algorithm is superior to blind search -- unless information...