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MATE: A Model-Based Algorithm Tuning Engine - A Proof of Concept Towards Transparent Feature-Dependent Parameter Tuning Using Symbolic Regression

Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner 0007, Carola Doerr, Peter Nielsen. MATE: A Model-Based Algorithm Tuning Engine - A Proof of Concept Towards Transparent Feature-Dependent Parameter Tuning Using Symbolic Regression. In Christine Zarges, Sébastien Vérel, editors, Evolutionary Computation in Combinatorial Optimization - 21st European Conference, EvoCOP 2021, Held as Part of EvoStar 2021, Virtual Event, April 7-9, 2021, Proceedings. Volume 12692 of Lecture Notes in Computer Science, pages 51-67, Springer, 2021. [doi]

Authors

Mohamed El Yafrani

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Marcella Scoczynski Ribeiro Martins

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Inkyung Sung

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Markus Wagner 0007

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Carola Doerr

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Peter Nielsen

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