Aging Evolution
Aging Evolution
**Aging Evolution**, or **Regularized Evolution**, is an evolutionary algorithm for [neural architecture search](https://paperswithcode.com/method/neural-architecture-search). Whereas in tournament selection, the best architectures are kept, in aging evolution we associate each genotype with an age, and bias the tournament selection to choose
the younger genotypes. In the context of architecture search, aging evolution allows us to explore the search space more, instead of zooming in on good models too early, as non-aging evolution would.
Regularized Evolution for Image Classifier Architecture Search
https://paperswithcode.com/paper/regularized-evolution-for-image-classifier
Regularized Evolution for Image Classifier Architecture Search