Selection intensity in cellular evolutionary algorithms for regular lattices

@article{Giacobini2005SelectionII,
  title={Selection intensity in cellular evolutionary algorithms for regular lattices},
  author={Mario Giacobini and Marco Tomassini and Andrea Tettamanzi and Enrique Alba},
  journal={IEEE Transactions on Evolutionary Computation},
  year={2005},
  volume={9},
  pages={489-505}
}
In this paper, we present quantitative models for the selection pressure of cellular evolutionary algorithms on regular one- and two-dimensional (2-D) lattices. We derive models based on probabilistic difference equations for synchronous and several asynchronous cell update policies. The models are validated using two customary selection methods: binary tournament and linear ranking. Theoretical results are in agreement with experimental values, showing that the selection intensity can be… CONTINUE READING
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