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E. Wanner

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Book Open access Jul 2026

Interpretable Algorithm Selection via Multi-Objective Evolutionary Decision Trees

MODT-ASP, a multi-objective evolutionary framework designed to construct interpretable decision trees for ASP overcomes the limitations of existing methods, by employing a customized encoding scheme and specialized genetic operators to explore trade-offs between predictive accuracy and model complexity via Pareto optimization.

Matheus Guedes Vilas Boas, E. Wanner, Gladston J. P. Moreira · 0 citations