The pole balancing problem from the viewpoint of system flexibility

Whereas evolutionary computation usually solves problems from scratch, organisms evolve under changing environments and possess flexibility, adapting from being good at one task to being good at a related task. There is abundant evidence that there are general properties that promote flexibility in nature, such as hierarchy, modularity, exploratory behavior, and degeneracys or neutrality.