MOEA-Net$_{HL}$ for short
The relevant codes of our work "Enhancing Robustness and Transmission Performance of Heterogeneous Complex Networks via Multi-Objective Optimization".
Published in: IEEE Systems Journal ( Volume: 15, Issue: 4, Dec. 2021)
- python 3.7
- networkx
- pandas
- numpy
- For BA scale free networks' optimization.
python CN_Run_MOEA_SFCN.py
- For real networks' optimization.
python CN_Run_Real.py
CN_Basic.py
: implements the basic functions of host-router like communication networks.CN_Run_MOEA_SFCN.py
: implements the optimization process of communication networks.CN_Run_Real.py
: implements the optimization process of realistic communication networks.
/data/USAirLines.txt
: topology of US air lines/data/as19981229.txt
: topology of AS-level network (AS for Autonomous Systems)
- US Air lines: https://vlado.fmf.uni-lj.si/pub/networks/data/
- Autonomous Systems : graphs of the internet: https://snap.stanford.edu/data/