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A computational model of degeneracy in a lymph node

  • Paul S. Andrews*
  • , Jon Timmis
  • *Awdur cyfatebol y gwaith hwn
  • University of York

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (ISBN)

10 Dyfyniadau (Scopus)

Crynodeb

This paper highlights degeneracy as being an important property in both the immune system and biology in general. From this, degeneracy is chosen as a candidate to inspire artificial immune systems. As a first step in exploiting the power of degeneracy, we follow the conceptual framework approach and build an abstract computational model in order to understand the properties of degenerate detectors free of any application bias. The model we build is based on the activation of TH cell in the lymph node, as lymph nodes are the sites in the body where the adaptive immune response to foreign antigen in the lymph are activated. The model contains APC, antigen and TH cell agents that move and interact in a 2-dirnensional cellular space. The TH cell agent receptors are assumed to be degenerate and their response to different antigen agents is measured. Initial observations and results of our model are presented and highlight; some of the possibilities of degenerate detector recognition.

Iaith wreiddiolSaesneg
TeitlArtificial Immune Systems - 5th International Conference, ICARIS 2006. Proceedings
GolygyddionHugues Bersini, Jorge Carneiro
CyhoeddwrSpringer Nature
Tudalennau164-177
Nifer y tudalennau14
ISBN (Argraffiad)3540377492, 9783540377498
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2006
Digwyddiad5th International Conference on Artificial Immune Systems, ICARIS 2006 - Oeiras, Portiwgal
Hyd: 04 Medi 200606 Medi 2006

Cyfres gyhoeddiadau

EnwLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Cyfrol4163 LNCS
ISSN (Argraffiad)0302-9743
ISSN (Electronig)1611-3349

Cynhadledd

Cynhadledd5th International Conference on Artificial Immune Systems, ICARIS 2006
Gwlad/TiriogaethPortiwgal
DinasOeiras
Cyfnod04 Medi 200606 Medi 2006

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