Propagation of Interval and Probabilistic Uncertainty in Cyberinfrastructure-related Data Processing and Data Fusion

Name: Propagation of Interval and Probabilistic Uncertainty in Cyberinfrastructure-related Data Processing and Data Fusion
SKU: 22845159
Price: 268.99 AUD
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Hardback

Series:

Studies in Systems, Decision and Control

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Description

On various examples ranging from geosciences to environmental sciences, this book explains how to generate an adequate description of uncertainty, how to justify semiheuristic algorithms for processing uncertainty, and how to make these algorithms more computationally efficient. It explains in what sense the existing approach to uncertainty as a combination of random and systematic components is only an approximation, presents a more adequate three-component model with an additional periodic error component, and explains how uncertainty propagation techniques can be extended to this model. The book provides a justification for a practically efficient heuristic technique (based on fuzzy decision-making). It explains how the computational complexity of uncertainty processing can be reduced. The book also shows how to take into account that in real life, the information about uncertainty is often only partially known, and, on several practical examples, explains how to extract the missing information about uncertainty from the available data.

Release date Australia

December 3rd, 2014

Author

Audience

Professional & Vocational

Illustrations

22 Illustrations, black and white; VIII, 112 p. 22 illus.

Pages

112

Series

Studies in Systems, Decision and Control

Dimensions

155x235x8

ISBN-13

9783319126272

Product ID

22845159

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