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Optimization and Simulation - Spring 2022 EPFL - Restaurant Design Project

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OptSim-ROSS

Optimization and Simulation Spring 2022 EPFL Restaurant Design Project Contributors: Michael Bombile, Ismail Nejjar, Yazan Safadi, Shuhang Zhang

Files

Optimizer_with_var_reduction.ipynb

Main optimization process. Modify the cost function for single or multi-objective optimization.

Simulator_with_var_reduction.ipynb

Simulator file. Change the scenario definition's boolean value "allow_sharing" to adjust the seating policy.

Simulator-Statistics.ipynb

Test the simulator and analyze the simulator result distribution.

OptSim_ROSS_YS_V4.ipynb

Codes for visualizing simulator results.

How to Use

  1. Open the respective Jupyter Notebook files.
  2. Follow the instructions within each notebook to run the optimization or simulation processes.
  3. Adjust parameters as needed for your specific use case.

License

This project is licensed under the Apache License 2.0. See the LICENSE file for details.

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