A Functional Analysis Approach to Symbolic Regression
Symbolic regression (SR) poses a significant challenge for randomized search heuristics
due to its reliance on the synthesis of expressions for input-output mappings. Although …
due to its reliance on the synthesis of expressions for input-output mappings. Although …
A Comparison of Large Language Models and Genetic Programming for Program Synthesis
Large language models have recently become known for their ability to generate computer
programs, especially through tools such as GitHub Copilot, a domain where genetic …
programs, especially through tools such as GitHub Copilot, a domain where genetic …
Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search
Denoising autoencoder genetic programming (DAE-GP) is a novel neural network-based
estimation of distribution genetic programming approach that uses denoising autoencoder …
estimation of distribution genetic programming approach that uses denoising autoencoder …