Uncertainty Forecasting in Engineering

• Main Authors: Möller, Bernd (Author), Reuter, Uwe (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Subjects: Statistics.; Probabilities.; Mechanics.; Mechanics, Applied.; Buildings > Design and construction.; Building.; Construction.; Engineering, Architectural.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Theoretical and Applied Mechanics.; Environmental Monitoring/Analysis.; Building Construction.; Probability Theory and Stochastic Processes.

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, en...

Table of Contents:

• 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.