Multilayer Perceptron Network Optimization for Chaotic Time Series Modeling

Chaotic time series are widely present in practice, but due to their characteristics—such as internal randomness, nonlinearity, and long-term unpredictability—it is difficult to achieve high-precision intermediate or long-term predictions. Multi-layer perceptron (MLP) networks are an effective tool...

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Bibliographic Details
Main Authors: Mu Qiao, Yanchun Liang, Adriano Tavares, Xiaohu Shi
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/7/973