Exhaustive symbolic regression

Symbolic Regression (SR) algorithms attempt to learn analytic expressions which fit data accurately and in a highly interpretable manner. Conventional SR suffers from two fundamental issues which we address here. First, these methods search the space stochastically (typically using genetic programmi...

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Bibliographic Details
Main Authors: Bartlett, DJ, Desmond, H, Ferreira, P
Format: Journal article
Language:English
Published: IEEE 2023