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Experimental methods for the analysis of optimization algorithms

In operations research and computer science it is common practice to evaluate the performance of optimization algorithms on the basis of computational results, and the experimental approach should follow accepted principles that guarantee the reliability and reproducibility of results. However, comp...

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Detalles Bibliográficos
Autores principales: Bartz-Beielstein, Thomas, Chiarandini, Marco, Paquete, Luis, Preuss, Mike
Lenguaje:eng
Publicado: Springer 2010
Materias:
Acceso en línea:http://cds.cern.ch/record/1986514
Descripción
Sumario:In operations research and computer science it is common practice to evaluate the performance of optimization algorithms on the basis of computational results, and the experimental approach should follow accepted principles that guarantee the reliability and reproducibility of results. However, computational experiments differ from those in other sciences, and the last decade has seen considerable methodological research devoted to understanding the particular features of such experiments and assessing the related statistical methods. This book consists of methodological contributions on diffe