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Applications of Soft Computing in Time Series Forecasting

- Simulation and Modeling Techniques

af Pritpal Singh

indgår i Studies in Fuzziness and Soft Computing serien

Applications of Soft Computing in Time Series Forecasting af Pritpal Singh
Bag om Applications of Soft Computing in Time Series Forecasting

It reviews and summarizes previous research work in FTS modeling and also provides a brief introduction to other soft-computing techniques, such as artificial neural networks (ANNs), rough sets (RS) and evolutionary computing (EC), focusing on how these techniques can be integrated into different phases of the FTS modeling approach.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783319387260
  • Indbinding:
  • Paperback
  • Sideantal:
  • 158
  • Udgivet:
  • 23. august 2016
  • Udgave:
  • 12016
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 2818 g.
  • 8-11 hverdage.
  • 28. november 2024

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It reviews and summarizes previous research work in FTS modeling and also provides a brief introduction to other soft-computing techniques, such as artificial neural networks (ANNs), rough sets (RS) and evolutionary computing (EC), focusing on how these techniques can be integrated into different phases of the FTS modeling approach.

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