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The Impact of a Sparse Migration Topology on the Runtime of Island Models in Dynamic Optimization

Island models denote a distributed system of evolutionary algorithms which operate independently, but occasionally share their solutions with each other along the so-called migration topology. We investigate the impact of the migration topology by introducing a simplified island model with behavior...

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Detalles Bibliográficos
Autores principales: Lissovoi, Andrei, Witt, Carsten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6438647/
https://www.ncbi.nlm.nih.gov/pubmed/30996505
http://dx.doi.org/10.1007/s00453-017-0377-2