An Experimental Investigation of Process Identification by Competitive Evolution

The feasibility of using evolutionary techniques to construct a model for a given process was investigated. Programs were written to synthesize six competing models and to adjust, combine, and eliminate these according to their performance with respect to the actual process. Results show that although the use of evolutionary techniques is promising for identifying processing having nonanalytic properties, it is also, at the same time, very costly with respect to computer time.