A dynamic approach to artificial immune systems utilizing neural networks

  • Authors:

  • Stefan Schadwinkel;Werner Dilger

  • Affiliations:

  • Chemnitz University of Technology, Chemnitz, Germany;Chemnitz University of Technology, Chemnitz, Germany

  • Venue:
  • Proceedings of the 8th annual conference on Genetic and evolutionary computation
  • Year:
  • 2006

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Abstract

The purpose of this work is to propose an immune-inspired setup to use a self-organizing map as a computational model for the interaction of antigens and antibodies. The proposed approach may be used as a part in other immune algorithms, or can possibly be used to detect anomalies in time series data.