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Optimal decision trees for the algorithm selection problem: integer programming based approaches

Published in International Transactions in Operational Research • Sep 23, 2019
Authors:
Matheus Guedes Vilas Boas
,
Haroldo Gambini Santos
,
Luiz Henrique de Campos Merschmann

Abstract

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. ...

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