Optimisation for multi-part flow-line configuration of reconfigurable manufacturing system using GA

Optimization model was developed by (Dou, Dai & Meng, 2010). Afore-mentioned model was implemented in Python.

Getting started

Input Data is defined in script

main.py

Script is programmed for running inside Jupyter Notebook:

Main.ipynb

Example output data is given in:

Main.html

Prerequisites

Scrpts were made using:

• Pygmo
• NumPy
• numba
• pandas
• Matplotlib
• NetworkX

Content

Model components are in their corresponding scripts:

problem -> problem.py
algorithm -> algorithm.py
population -> population.py

References

• Dou, J., Dai, X., & Meng, Z. (2010). Optimisation for multi-part flow-line configuration of reconfigurable manufacturing system using GA. International Journal of Production Research, 48(14), 4071-4100.

License

This project is licensed under the GNU General Public License v3.0 - see the LICENSE file for details.