Non-Stochastic Uncertainty Quantification of a Multi-Model Response

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F25%3A00382686" target="_blank" >RIV/68407700:21110/25:00382686 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.21136/panm.2024.04" target="_blank" >https://doi.org/10.21136/panm.2024.04</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.21136/panm.2024.04" target="_blank" >10.21136/panm.2024.04</a>

Result language
angličtina
Original language name
Non-Stochastic Uncertainty Quantification of a Multi-Model Response
Original language description
The focus is put on the application of fuzzy sets and Dempster Shafer theory in assessing the nature and extent of uncertainty in the response of M models that model the same phenomenon and depend on fuzzy input data. Dempster-Shafer theory uses a weighted family of xed sets called the focal elements to evaluate the relationship between an arbitrarily chosen set and the focal elements. It is proposed to create at least M weighted focal elements on the basis of 1) the responses to fuzzy inputs to the models, and 2) the weights associated with the models. Four variants of this approach are illustrated by academic examples.
Czech name
—
Czech description
—

Project
<a href="/en/project/EF16_019%2F0000778" target="_blank" >EF16_019/0000778: Center for advanced applied science</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Programs and Algorithms of Numerical Mathematics 22, Hejnice, June 23–28, 2024, Proceedings of Seminar
ISBN
978-80-85823-74-5
ISSN
—
e-ISSN
—
Number of pages
10
Pages from-to
41-50
Publisher name
Matematický ústav AV ČR, v. v. i.
Place of publication
Praha
Event location
Hejnice
Event date
Jun 23, 2024
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—

Similar results(10)