Stepney, S. and Smith, R.P. and Timmis, Jon and Tyrrell, A. (2004) Towards a Conceptual Framework for Artificial Immune Systems. In: Nicosia, G., ed. Artificial Immune Systems. LNCS, 3239 (3239). Springer pp. 53-64. ISBN 3540230971.
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 AIS network models. We further propose ways to unify several domains into a common meta-framework, in the context of AIS population models. We finally 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.
|Item Type:||Conference or workshop item (Paper)|
|Uncontrolled keywords:||artificial immune systems|
|Subjects:||Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming,|
|Divisions:||Faculties > Science Technology and Medical Studies > School of Computing > Applied and Interdisciplinary Informatics Group|
|Depositing User:||Mark Wheadon|
|Date Deposited:||24 Nov 2008 18:01|
|Last Modified:||30 Jul 2012 10:33|
|Resource URI:||http://kar.kent.ac.uk/id/eprint/14078 (The current URI for this page, for reference purposes)|
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