Uncertainty Forecasting in Engineering
Publication year: 2007
ISBN: 978-3-540-37176-2
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This book deals with uncertainty forecasting based on a fuzzy time series approach, including fuzzy random processes and artificial neural networks. A consideration of data and measurement uncertainty enhances forecasting in a wide range of applications, particularly in the fields of engineering, environmental science and civil engineering.Uncertain data are described by means of a new incremental fuzzy representation which permits a complete and accurate estimation of uncertainty.
Subject: Mathematics and Statistics, Forecasting, Fuzzy Data, Fuzzy artificial neutral networks, Measure, Random Values, Time series, Uncertainty, artificial neural network, fuzzy
