Title :
The Immune System in Pieces: Computational Lessons from Degeneracy in the Immune System
Author :
Mendao, M. ; Timmis, J. ; Andrews, P.S. ; Davies, M.
Author_Institution :
Dept. of Comput. Sci., York Univ.
Abstract :
The concept of degeneracy in biology, including the immune system, is well accepted and has been demonstrated to be present at many different levels. We explore this concept from a computational point of view and demonstrate how we can use computational models of degeneracy to aid the development of more biologically plausible artificial immune systems (AIS). The outcome of these models has lead us to perform an analysis of the receptor dynamics in the model and we discuss the computational implications of a "degenerate" repertoire. Through the use of the unified modelling language (UML) we have abstracted a high level immune inspire algorithm that will be used as part of a larger project to develop an immune inspired bioinformatics system
Keywords :
Unified Modeling Language; artificial immune systems; biology computing; artificial immune systems; bioinformatics system; receptor dynamics; unified modelling language; Artificial immune systems; Biological system modeling; Biological systems; Biology computing; Classification algorithms; Computational intelligence; Immune system; Organisms; Pathogens; Unified modeling language;
Conference_Titel :
Foundations of Computational Intelligence, 2007. FOCI 2007. IEEE Symposium on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0703-6
DOI :
10.1109/FOCI.2007.371502
