| Title:
|
Elements of uncertainty modeling (English) |
| Author:
|
Chleboun, Jan |
| Language:
|
English |
| Journal:
|
Programs and Algorithms of Numerical Mathematics |
| Volume:
|
Proceedings of Seminar. Dolní Maxov, June 6-11, 2010 |
| Issue:
|
2010 |
| Year:
|
|
| Pages:
|
42-57 |
| . |
| Category:
|
math |
| . |
| Summary:
|
The goal of this contribution is to introduce some approaches to uncertainty modeling in a way accessible to non-specialists. Elements of the Monte Carlo method, polynomial chaos method,
Dempster-Shafer approach, fuzzy set theory, and the worst (case) scenario
method are presented. (English) |
| Keyword:
|
uncertainty quantification |
| Keyword:
|
Monte Carlo method |
| Keyword:
|
polynomial chaos |
| Keyword:
|
Karhunen-Loeve expansion |
| Keyword:
|
worst scenario method |
| Keyword:
|
Dempster-Shafer evidence theory |
| Keyword:
|
fuzzy sets |
| MSC:
|
60H35 |
| MSC:
|
65C05 |
| MSC:
|
65C20 |
| MSC:
|
65C30 |
| . |
| Date available:
|
2015-07-08T06:49:45Z |
| Last updated:
|
2023-06-05 |
| Stable URL:
|
http://hdl.handle.net/10338.dmlcz/702739 |
| . |
