Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios

In this paper we investigate the benefits of applying a multi-objective approach for solving a symbolic regression problem by means of Grammatical Evolution. In particular, we extend previous work, obtaining mathematical expressions to model glucose levels in the blood of diabetic patients. Here we...

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Veröffentlicht in:Genetic programming and evolvable machines 2022-06, Vol.23 (2), p.161-192
Hauptverfasser: Contador, Sergio, Colmenar, J. Manuel, Garnica, Oscar, Velasco, J. Manuel, Hidalgo, J. Ignacio
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Sprache:eng
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