Production System Rules as Protein Complexes from Genetic Regulatory Networks

01/20/2012
by   Larry Bull, et al.
0

This short paper introduces a new way by which to design production system rules. An indirect encoding scheme is presented which views such rules as protein complexes produced by the temporal behaviour of an artificial genetic regulatory network. This initial study begins by using a simple Boolean regulatory network to produce traditional ternary-encoded rules before moving to a fuzzy variant to produce real-valued rules. Competitive performance is shown with related genetic regulatory networks and rule-based systems on benchmark problems.

READ FULL TEXT

Please sign up or login with your details

Forgot password? Click here to reset