Applications of Soft Computing in Time Series Forecasting Simulation and Modeling Techniques /

• Main Author: Singh, Pritpal (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Studies in Fuzziness and Soft Computing, 330
• Subjects: Engineering.; Artificial intelligence.; Computer simulation.; Computational intelligence.; Computational Intelligence.; Applications of Nonlinear Dynamics and Chaos Theory.; Simulation and Modeling.; Artificial Intelligence (incl. Robotics).

This book reports on an in-depth study of fuzzy time series (FTS) modeling. 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 computin...