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

By Pritpal Singh

Book Overview

Introduction.- Fuzzy Time Series Modeling Approaches: A Review.- Efficient One-Factor Fuzzy Time Series Forecasting Model.- High-order Fuzzy-Neuro Time Series Forecasting Model.- Two-Factors High-order Neuro-Fuzzy Forecasting Model.- FTS-PSO Based Model for M-Factors Time Series Forecasting.- Indian Summer Monsoon Rainfall Prediction.- Conclusions.

• Format: Hardcover
• Language: English
• ISBN: 3319262920
• ISBN13: 9783319262925
• Release Date: November 2015
• Publisher: Springer
• Length: 158 Pages
• Weight: 0.95 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"