Patterns for Implementing Uncertainty Propagation
| Autor: | Johannes Iber, Christian Kreiner, Jürgen Dobaj, Michael Krisper |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
Propagation of uncertainty
Uncertain data Computer science business.industry 020208 electrical & electronic engineering 010401 analytical chemistry Inference Value (computer science) 02 engineering and technology 01 natural sciences Industrial engineering Expression (mathematics) 0104 chemical sciences Software Type safety Software design pattern 0202 electrical engineering electronic engineering information engineering business |
| Zdroj: | EuroPLoP |
| DOI: | 10.1145/3282308.3282323 |
| Popis: | In this paper, the design patterns Uncertain Number and Propagation Strategy are presented. They are useful for storing uncertainties of values and propagating them throughout calculations in an application. Uncertain Number represents a numerical value and its respective uncertainty. Propagation Strategy represents the propagation method, to correctly propagate the uncertainty throughout an application. This is done according to the Law of Propagation of Uncertainty as defined in the Guide to Expression of Uncertainty in Measurements. This paper addresses software architects, designers and developers having to work with uncertain data e.g. coming from sensors or other measurements. |
| Databáze: | OpenAIRE |
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