Introduction -- Mathematical description of uncertain data -- Analysis of time series comprised of uncertain data -- Forecasting of time series comprised of uncertain data -- Uncertain forecasting in engineering and environmental science
Summary
"The book is aimed at engineers as well as professionals working in related fields. Descriptive, modeling and forecasting methods pertaining to fuzzy time series are introduced and explained in detail. Emphasis is placed on forecasting with the aid of fuzzy random processes, such as fuzzy ARMA processes and fuzzy white noise processes, as well as forecasting based on artificial neural networks. All numerical algorithms are comprehensively described and demonstrated by way of practical examples."--Jacket
Bibliography
Includes bibliographical references (pages 193-197) and index
