GEFEST (Generative Evolution For Encoded STructures) is a toolbox for the generative design of physical objects.
It uses: (1) numerical modelling to simulate the interaction between object and environment; (2) evolutionary optimization to produce new variants of geometrically-encoded structures.
The basic abstractions in GEFEST are Point, Polygon, Structure and Domain.
The workflow of the generative design is the following:
Acknowledgments
We acknowledge the contributors for their important impact and the participants of the numerous scientific conferences and workshops for their valuable advice and suggestions.
Contacts
Natural System Simulation Team
Citation
@inproceedings{nikitin2021generative, title={Generative design of microfluidic channel geometry using evolutionary approach}, author={Nikitin, Nikolay O and Hvatov, Alexander and Polonskaia, Iana S and Kalyuzhnaya, Anna V and Grigorev, Georgii V and Wang, Xiaohao and Qian, Xiang}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion}, pages={59--60}, year={2021} }
@article{nikitin2020multi, title={The multi-objective optimisation of breakwaters using evolutionary approach}, author={Nikitin, Nikolay O and Polonskaia, Iana S and Kalyuzhnaya, Anna V and Boukhanovsky, Alexander V}, journal={arXiv preprint arXiv:2004.03010}, year={2020} }