Parameter Control in Practice

In this chapter we summarize our experience of tuning and/or controlling various parameters of evolutionary algorithms from working on a variety of complex real word problems. We illustrate some issues on one particular case study (car distribution system). This chapter contains also general discussion on the prediction and optimization issues present in dynamic environments, and explains the ideas behind Adaptive Business Intelligence.