From data to simulation models: Component-based model generation with a data-driven approach

@article{Huang2011FromDT,
  title={From data to simulation models: Component-based model generation with a data-driven approach},
  author={Yilin Huang and Mamadou D. Seck and Alexander Verbraeck},
  journal={Proceedings of the 2011 Winter Simulation Conference (WSC)},
  year={2011},
  pages={3719-3729}
}
Model building is time-consuming and requires expertise in different areas. In this paper, we propose a data-driven approach for automatic model generation using pre-built and validated model components (or building blocks). We view this approach as an automated reuse of model components. Issues such as modularity and composability of model components are addressed. Models can be generated by automatically selecting, structuring and configuring the model components. The formulated rules can be… CONTINUE READING

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