A Sugeno–multiplicative neuron hybrid system trained by differential evolution algorithm for time series forecasting
Abstract This paper proposes a novel hybrid neuro-fuzzy forecasting framework that integrates the interpretability of the Sugeno fuzzy inference system with the nonlinear modelling capability of a multiplicative neuron model. Unlike conventional Sugeno models that rely on linear consequents, the pro...
Na minha lista:
| Principais autores: | , , , , |
|---|---|
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Nature Portfolio
2026-05-01
|
| coleção: | Scientific Reports |
| Assuntos: | |
| Acesso em linha: | https://doi.org/10.1038/s41598-026-51980-3 |
| Tags: |
Sem tags, seja o primeiro a adicionar uma tag!
|