Evolution of optimal control policies for manufacturing systems

Genetic algorithms provide a straightforward technique for the synthesis of optimal control policies for manufacturing systems. However, it is shown in this paper that punctuated equilibria can occur in the evolutionary processes associated with such genetic synthesis procedures. The care that must therefore be exercised in avoiding sub-optimal control policies is illustrated by reference to the genetic synthesis of optimal control policies for a simple manufacturing system.