Detail publikace

Simulation-based sensitivity analysis: Methods and software tools

NOVÁK, D. LEHKÝ, D. SLOWIK, O.

Originální název

Simulation-based sensitivity analysis: Methods and software tools

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The topic of the paper is simulation-based sensitivity analysis with emphasize on the use of the small-sample Latin Hypercube Sampling simulation method. Three approaches are described in the paper: Spearman’s rank-order correlation, covariance-based sensitivity analysis and input perturbation-based sensitivity analysis. Software tools are briefly described, especially SEAN software as an effective sensitivity analysis environment developed to simplify sensitivity analysis of a user-defined numerical model. An example application is presented.

Klíčová slova

Sensitivity analysis; Statistical analysis; Latin Hypercube simulation

Autoři

NOVÁK, D.; LEHKÝ, D.; SLOWIK, O.

Vydáno

17. 9. 2021

Nakladatel

CAL-TEK

ISBN

978-88-85741-57-7

Kniha

Proceedings of the 33rd European Modeling & Simulation Symposium

Strany od

158

Strany do

164

Strany počet

7

URL

https://www.cal-tek.eu/proceedings/i3m/2021/emss/022/

Plný text v Digitální knihovně

http://hdl.handle.net/11012/204039

BibTex

@inproceedings{BUT176406,
  author="Drahomír {Novák} and David {Lehký} and Ondřej {Slowik}",
  title="Simulation-based sensitivity analysis: Methods and software tools",
  booktitle="Proceedings of the 33rd European Modeling & Simulation Symposium",
  year="2021",
  pages="158--164",
  publisher="CAL-TEK",
  doi="10.46354/i3m.2021.emss.022",
  isbn="978-88-85741-57-7",
  url="https://www.cal-tek.eu/proceedings/i3m/2021/emss/022/"
}