Generating Simulation Experiments Based on Model Documentations and Templates

Ruscheinski, Andreas and Budde, Kai and Warnke, Tom and Wilsdorf, Pia and Hiller, Bjarne Christian and Dombrowsky, Marcus and Uhrmacher, Adelinde M. (2018) Generating Simulation Experiments Based on Model Documentations and Templates. In: Winter Simulation Conference (WSC 2018), 09-12 Dec 2018, Gothenburg, Sweden. Proceedings, published by IEEE, pp. 715-726.

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An increasing number of approaches for specifying and executing simulation experiments emphasizes the desire to make this part of modeling and simulation studies explicit, and thus, also easier to replicate. We take this one step further by automatically generating simulation experiment specifications from documentations.Based on a template-based approach and documentations, we show how simulation experiment specifications can be generated and executed for experiments such as statistical model checking and sensitivity analysis, and we identify crucial challenges.

Item Type: Conference or Workshop Item (Paper)
Additional Information: DOI: 10.1109/WSC.2018.8632515
Projects: GrEASE, LaCE