Forecasting Short-Term Traffic Flow by Fuzzy Wavelet Neural Network with Parameters Optimized by Biogeography-Based Optimization Algorithm

Forecasting short-term traffic flow is a key task of intelligent transportation systems, which can influence the traveler behaviors and reduce traffic congestion, fuel consumption, and accident risks. This paper proposes a fuzzy wavelet neural network (FWNN) trained by improved biogeography-based op...

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Veröffentlicht in:Comput Intell Neurosci
Hauptverfasser: Chen, Jeng-Fung, Lo, Shih-Kuei, Do, Quang Hung
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi 2018
Schlagworte:
Research Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6196985/
https://ncbi.nlm.nih.gov/pubmed/30402084
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/5469428
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