2 papers
math.OC2024
Constraining Genetic Symbolic Regression via Semantic Backpropagation
Maximilian Reissmann, Yuan Fang, Andrew Ooi +1
Evolutionary symbolic regression approaches are powerful tools that can approximate an explicit mapping between input features and observation for various problems. However, ensuri…
cs.NE2024
Accelerating evolutionary exploration through language model-based transfer learning
Maximilian Reissmann, Yuan Fang, Andrew S. H. Ooi +1
Gene expression programming is an evolutionary optimization algorithm with the potential to generate interpretable and easily implementable equations for regression problems. Despi…