Simulation decomposition: Difference between revisions

Revision as of 03:00, 14 September 2023

Revision as of 08:29, 19 September 2023

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SimDec maps multivariable scenarios onto the [[Frequency (statistics)|distribution]] of the model output.<ref name="informs" /> This visual analytics approach exposes the underlying nature of the model behavior, including its nonlinear and multivariate [[Interaction (statistics) | interaction effects]].<ref name="kozlova_et_al_1" />

SimDec can be used in any range of science, engineering, and social domains. Existing applications include business<ref>Kozlova, M., Collan, M., & Luukka, P. (2017). Simulation decomposition: New approach for better simulation analysis of multi-variable investment projects.</ref> and environmental issues.<ref>Deviatkin, I., Kozlova, M., & Yeomans, J. S. (2021). Simulation decomposition for environmental sustainability: Enhanced decision-making in carbon footprint analysis. Socio-Economic Planning Sciences, 75, 100837.</ref><ref>Liu, Y. C., Leifsson, L., Pietrenko-Dabrowska, A., & Koziel, S. (2022). Analysis of Agricultural and Engineering Systems Using Simulation Decomposition. In International Conference on Computational Science (pp. 435-444). Springer, Cham.</ref>

<ref>Liu, Y. C., Leifsson, L., Pietrenko-Dabrowska, A., & Koziel, S. (2022). Analysis of Agricultural and Engineering Systems Using Simulation Decomposition. In International Conference on Computational Science (pp. 435-444). Springer, Cham.</ref>.

== Method==