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Books > Computing & IT > Applications of computing > Artificial intelligence
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Propagation of Interval and Probabilistic Uncertainty in Cyberinfrastructure-related Data Processing and Data Fusion (Paperback, Softcover reprint of the original 1st ed. 2015)
Loot Price: R3,166
Discovery Miles 31 660
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Propagation of Interval and Probabilistic Uncertainty in Cyberinfrastructure-related Data Processing and Data Fusion (Paperback, Softcover reprint of the original 1st ed. 2015)
Series: Studies in Systems, Decision and Control, 15
Expected to ship within 10 - 15 working days
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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.
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