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Optimal Decision Trees for the Algorithm Selection Problem: Integer Programming Based Approaches

Published in arXiv (Cornell University) • Jul 3, 2019
NobleIDNI2P39W88R91S92
Authors:
Matheus Guedes Vilas Boas
,
Haroldo Gambini Santos
,
Luiz Henrique de Campos Merschmann

Abstract

Even though it is well known that for most relevant computational problems different algorithms may perform better on different classes of problem instances, most researchers still focus on determining a single best algorithmic configuration based on aggregate results such as the average. In this pa...

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