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Tuning Metaheuristics A Machine Learning Perspective /

The importance of tuning metaheuristics is widely acknowledged in scientific literature. However, there is very little dedicated research on the subject. Typically, scientists and practitioners tune metaheuristics by hand, guided only by their experience and by some rules of thumb. Tuning metaheuris...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Birattari, Mauro (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Computational Intelligence, 197
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Background and State-of-the-Art
  • Statement of the Tuning Problem
  • F-Race for Tuning Metaheuristics
  • Experiments and Applications
  • Some Considerations on the Experimental Methodology
  • Conclusions.