Edge of chaos and evolutionary algorithms

Abstract

An unconventional approach of the edge of chaos and its application to discrete systems is described in this chapter. Langton?s approach to cellular automata and its unique ordered and chaotic behavior is discussed. The expansion of this approach to genetics and random networks by Kauffman is described with a brief analogy provided of chaos in evolutionary algorithms in terms of stagnation.