Repository for "Interpretable Structural Analysis for Evolutionary Generative Design of Coastal Breakwaters" paper submitted to OL2A conference
In the paper, the sensitivity-based approach implemented in GEFEST framework was applied to improve optimization process of structures of breakwaters.
- exp_process.py file consists code launched for experiments
- exp_archives folder contains archives of experiment results such [quality metric, structures, time] history
- exp_results.ipynb jupyter-notebook consists analysis and visualization code
- swan_config file contains the SWAN configuration applied during experiments
It requires installiing requirements.txt to launch sensitivity-based approach to optimize a structure via run_sensopt.py