Immune Memory and Gene Library Evolution in the Dynamic Clonal Selection Algorithm

@article{Kim2004ImmuneMA,
  title={Immune Memory and Gene Library Evolution in the Dynamic Clonal Selection Algorithm},
  author={Jungwon Kim and Peter J. Bentley},
  journal={Genetic Programming and Evolvable Machines},
  year={2004},
  volume={5},
  pages={361-391}
}
This paper describes two extensions to the original DynamiCS: (1) the deletion of memory detectors that are no longer valid and (2) the simulation of gene library evolution. Firstly, DynamiCS is extended in order to decrease the false positive (FP) error rates caused by memory detectors. The extended DynamiCS eliminates memory detectors when they show a poor degree of self-tolerance to new antigens. This system is tested to determine whether surviving memory detectors no longer cause high FP… CONTINUE READING
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