#program-induction News & Analysis

Minimalist Genetic Programming

Researchers introduce Minimalist Genetic Programming (MGP), a novel algorithm that replaces evolutionary search with principles from linguistic minimalism to solve program induction problems. MGP uses a binary merge operator inspired by human language syntax to construct symbolic expressions incrementally, demonstrating superior performance on symbolic regression tasks where traditional genetic programming struggles with bloat.