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Improved genetic algorithm optimized LSTM model and its application in short-term traffic flow prediction
Considering that the road short-term traffic flow has strong time series correlation characteristics, a new long-term and short-term memory neural network (LSTM)-based prediction model optimized by the improved genetic algorithm (IGA) is proposed to improve the prediction accuracy of road traffic fl...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
PeerJ Inc.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9454874/ https://www.ncbi.nlm.nih.gov/pubmed/36091988 http://dx.doi.org/10.7717/peerj-cs.1048 |