BERT Mutation: Deep Transformer Model for Masked Uniform Mutation in Genetic Programming
We introduce BERT mutation, a novel, domain-independent mutation operator for Genetic Programming (GP) that leverages advanced Natural Language Processing (NLP) techniques to improve convergence, particularly using the Masked Language Modeling approach.By combining the capabilities of deep reinforcement learning and the BERT transformer architectur