Effect of transformations of numerical parameters in automatic algorithm configuration
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DOI: 10.1007/s11590-018-1240-3
Abstract: We study the impact of altering the sampling space of parameters in automatic algorithm configurators. We show that a proper transformation can strongly improve the convergence towards better configurations; at the same time, biases about… read more here.
Keywords: automatic algorithm; effect transformations; parameters automatic; configuration ... See more keywords