Hybrid Model Base on Artificial Immune System and Cellular Learning Automata (CLA-AIS)

R. Javadzadeh, Z. Afsahi, and M.R. Meybodi (Iran)


Artificial Immune System, Artificial Intelligence, Cellular Automat, Cellular Learning Automata.


The hybridization of artificial immune system with cellular learning automata (CLA-AIS) is a novel approach. In this hybrid model, the cellular learning automaton within each cell deploys the artificial immune system algorithm under optimization context so that by applying its neighbour’s and its own experiences and learning mechanisms it tries to increase its fitness. The hybrid model CLA-AIS is introduced to fix the standard artificial immune system’s weaknesses. The credibility of the proposed approach is evaluated by simulations which show that the proposed approach achieves better results compared to standard artificial immune system.

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