Is the island model fault tolerant?

@inproceedings{Hidalgo2007IsTI,
  title={Is the island model fault tolerant?},
  author={Jos{\'e} Ignacio Hidalgo and Juan Lanchares and Francisco Fern{\'a}ndez de Vega and Daniel Lombra{\~n}a Gonzalez},
  booktitle={GECCO},
  year={2007}
}
In this paper, we present a study on the fault tolerance nature of the island model when applied to Genetic Algorithms. Parallel and distributed models have been extensively applied to GAs when researchers tackle hard problems. The idea is both to reduce computing time while also improving diversity of populations and therefore quality of solutions. Nevertheless, there are few works dealing with the problem of faults that are usually present when a distributed infrastructure is employed for… CONTINUE READING
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