130 search results - page 1 / 26 » Time Series Forecasting by means of Evolutionary Algorithms |
IPPS
2007
IEEE
13 years 11 months ago
2007
IEEE
Many physical and artificial phenomena can be described by time series. The prediction of such phenomenon could be as complex as interesting. There are many time series forecasti...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
This paper presents a new method — the Time-delay Added Evolutionary Forecasting (TAEF) method — for time series prediction which performs an evolutionary search of the minimu...
GECCO
2009
Springer
13 years 11 months ago
2009
Springer
This work provides an analysis of using the evolutionary algorithm EPNet to create ensembles of artificial neural networks to solve a range of forecasting tasks. Several previous...
WCE
2007
13 years 6 months ago
2007
—Building a time series forecasting model by independent component analysis mechanism presents in the paper. Different from using the time series directly with the traditional A...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
Time series have been a major topic of interest and analysis for hundreds of years, with forecasting a central problem. A large body of analysis techniques has been developed, par...