Conceptual frameworks for artificial immune systems

R. E. Smith, J. Timmis, S. Stepney, Mark Neal

Allbwn ymchwil: Cyfraniad at gyfnodolynErthygladolygiad gan gymheiriaid

106 Wedi eu Llwytho i Lawr (Pure)

Crynodeb

We propose that bio-inspired algorithms are best developed and analysed in the context of a multidisciplinary conceptual framework that provides for sophisticated biological models and well-founded analytical principles, and we outline such a framework here, in the context of Artificial Immune System (AIS) network models, and we discuss mathematical techniques for analysing the state dynamics of AIS. We further propose ways to unify several domains into a common meta-framework, in the context of AIS population models. We finally discuss a case study, and hint at the possibility of a novel instantiation of such a meta-framework, thereby allowing the building of a specific computational framework that is inspired by biology, but not restricted to any one particular biological domain.
Iaith wreiddiolSaesneg
Tudalennau (o-i)315-338
Nifer y tudalennau24
CyfnodolynInternational Journal of Unconventional Computing
Cyfrol1
Rhif cyhoeddi3
StatwsCyhoeddwyd - Gorff 2005

Ôl bys

Gweld gwybodaeth am bynciau ymchwil 'Conceptual frameworks for artificial immune systems'. Gyda’i gilydd, maen nhw’n ffurfio ôl bys unigryw.

Dyfynnu hyn