Implements Digico, the digital ecosystem of beliefs, a system for controlled experimentation with multi-population EAs in the context of social networks.
The concepts behind digico and its application in a Human-AI ecosystem are explained in the paper:
D.M. Bossens, S. Feng, Y.-S. Ong (2024). The Digital Ecosystem of Beliefs: does evolution favour AI over humans? arXiv preprint arXiv:2412.14500. https://arxiv.org/abs/2412.14500
- Markov process of belief diffusion (contagion model)
- infrequent updates with EAs (CMA-ES and other options)
- designing multiple populations with different capabilities
- jax (0.4.22 tested)
- evojax (3.19.2 tested)