Scholarly publication

Grammatical Neuroevolution for Efficient Multivariate Time Series Forecasting

Jefferson Oliveira Andrade, Heitor Mendes de Oliveira, Caio Cesar Oliva Coronel, Luiz Felipe Elizeta dos Santos, Karin Satie Komati

· Proceedings of the XLVI Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE 2025)

Overview

The paper applies grammatical evolution to the automated search for neural-network architectures for multivariate time-series forecasting, evaluated on synthetic data.

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