Description: This chapter introduces a new computational intelligence paradigm to perform
pattern recognition, named Artificial Immune Systems (AIS). AIS take inspiration
from the immune system in order to build novel computational tools to solve
problems in a vast range of domain areas. The basic immune theories used to
explain how the immune system perform pattern recognition are described and
their corresponding computational models are presented. This is followed with a
survey from the literature of AIS applied to pattern recognition. The chapter is
concluded with a trade-off between AIS and artificial neural networks as pattern
recognition paradigms.
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