Implement down-sampled lexicase selection by using a randomly selected subsample of the training cases during the parent selection process.
References
Thomas Helmuth and Lee Spector. 2020. Explaining and Exploiting the Advantages of Down-sampled Lexicase Selection. In Artificial Life Conference Proceedings.. MIT Press, 341–349. https://doi.org/10.1162/isal_a_00334
Thomas Helmuth and Lee Spector. 2021. Problem-solving benefits of downsampled lexicase selection. Artificial Life (2021). In press.
Implement down-sampled lexicase selection by using a randomly selected subsample of the training cases during the parent selection process.
References