Biological Inspiration for Artificial Immune Systems
Jamie Twycross, Uwe Aickelin
Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS2007) | Springer Verlag | Published : 2007
Artificial immune systems (AISs) to date have generally been inspired by naive biological metaphors. This has limited the effectiveness of these systems. In this position paper two ways in which AISs could be made more biologically realistic are discussed. We propose that AISs should draw their inspiration from organisms which possess only innate immune systems, and that AISs should employ systemic models of the immune system to structure their overall design. An outline of plant and invertebrate immune systems is presented, and a number of contemporary systemic models are reviewed. The implications for interdisciplinary research that more biologically-realistic AISs could have is also discu..View full abstract
Awarded by EPSRC
This research is supported by EPSRC Grant GR/S47809/01.