From Memory to Self-Organization

In the preceding chapter, we have thoroughly reviewed the existing approaches to make evolutionary algorithms more suitable for dynamic optimization problems. Most of these concentrate on either memorization or diversity as a means to facilitate adaptation. In this chapter, two new approaches of applying evolutionary algorithms to dynamic optimization problems are presented. The first one, called “memory/search”, combines the concepts of explicit memory and diversification in a particularly effective way. It is described in Section 1.