Building confidence in Simulation Models using automated analyses

Katz, Stefan Philipp; Grösser, Stefan (2018). Building confidence in Simulation Models using automated analyses In: 36. International Conference of the System Dynamics Society. Reykjavík, Iceland. 07.-09.08.2018.

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Different descriptions of validation tests are available in literature, but few attempts have been made to operationalize them. In this paper, an attempt is made to standardize validation tests and implement them in an automated testing sequence. This testing sequence, called PySD testing battery, provides modelers and reviewers with insight on model behavior and creates input for reviewing models. Tests currently included are time step and extreme condition tests. Interpretation guidelines are elaborated wherever applicable. The use of automated analyses in the modeling workflow will greatly increase the rigor applied to model testing and should enable modelers to deliver higher-quality models.

Item Type:

Conference or Workshop Item (Paper)

Division/Institute:

School of Engineering and Computer Science > Institute for Data Applications and Security (IDAS)
School of Engineering and Computer Science
School of Engineering and Computer Science > Institute for ICT-based Management (ICTM)

Name:

Katz, Stefan Philipp and
Grösser, Stefan0000-0003-3412-2711

Language:

English

Submitter:

Admin import user

Date Deposited:

16 Mar 2020 12:15

Last Modified:

18 Dec 2020 13:28

ARBOR DOI:

10.24451/arbor.7579

URI:

https://arbor.bfh.ch/id/eprint/7579

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