Time series forecasting by evolutionary neural networks

This chapter presents a hybrid Evolutionary Computation/Neural Network combination for time series prediction. Neural networks are innate candidates for the forecasting domain due to advantages such as nonlinear learning and noise tolerance. However, the search for the ideal network structure is a c...

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Bibliographic Details
Main Author: Cortez, Paulo (author)
Other Authors: Rocha, Miguel (author), Neves, José (author)
Format: bookPart
Language:eng
Published: 2005
Subjects:
Data forecasting
Neural networks
Data mining
Time series
Knowledge discovery
Online Access:http://hdl.handle.net/1822/5929
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/5929

Internet

http://hdl.handle.net/1822/5929

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