A Novel Multiscale Ensemble Carbon Price Prediction Model Integrating Empirical Mode Decomposition, Genetic Algorithm and Artificial Neural Network

A Novel Multiscale Ensemble Carbon Price Prediction Model Integrating Empirical Mode Decomposition, Genetic Algorithm and Artificial Neural Network

Due to the movement and complexity of the carbon market, traditional monoscale forecasting approaches often fail to capture its nonstationary and nonlinear properties and accurately describe its moving tendencies. In this study, a multiscale ensemble forecasting model integrating empirical mode deco...

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Bibliographic Details
Main Author: Bangzhu Zhu
Format: Article
Language:English
Published: MDPI AG 2012-02-01
Series:Energies
Subjects:
carbon price
multiscale prediction
empirical mode decomposition
artificial neural network
genetic algorithm
partial autocorrelation function
Online Access:http://www.mdpi.com/1996-1073/5/2/355/

Internet

http://www.mdpi.com/1996-1073/5/2/355/

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