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Dependability Modelling under Uncertainty - An Imprecise Probabilistic Approach (Hardcover, 2008 ed.) Loot Price: R2,873
Discovery Miles 28 730
Dependability Modelling under Uncertainty - An Imprecise Probabilistic Approach (Hardcover, 2008 ed.): Philipp Limbourg

Dependability Modelling under Uncertainty - An Imprecise Probabilistic Approach (Hardcover, 2008 ed.)

Philipp Limbourg

Series: Studies in Computational Intelligence, 148

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Loot Price R2,873 Discovery Miles 28 730 | Repayment Terms: R269 pm x 12*

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Mechatronic design processes have become shorter and more parallelized, induced by growing time-to-market pressure. Methods that enable quantitative analysis in early design stages are required, should dependability analyses aim to influence the design. Due to the limited amount of data in this phase, the level of uncertainty is high and explicit modeling of these uncertainties becomes necessary.

This work introduces new uncertainty-preserving dependability methods for early design stages. These include the propagation of uncertainty through dependability models, the activation of data from similar components for analyses and the integration of uncertain dependability predictions into an optimization framework. It is shown that Dempster-Shafer theory can be an alternative to probability theory in early design stage dependability predictions. Expert estimates can be represented, input uncertainty is propagated through the system and prediction uncertainty can be measured and interpreted. The resulting coherent methodology can be applied to represent the uncertainty in dependability models.

General

Imprint: Springer-Verlag
Country of origin: Germany
Series: Studies in Computational Intelligence, 148
Release date: August 2008
First published: 2008
Authors: Philipp Limbourg
Dimensions: 235 x 155 x 11mm (L x W x T)
Format: Hardcover
Pages: 140
Edition: 2008 ed.
ISBN-13: 978-3-540-69286-7
Categories: Books > Computing & IT > General theory of computing > Systems analysis & design
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LSN: 3-540-69286-X
Barcode: 9783540692867

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