Minimalist Genetic Programming

In three linesMinimalist Genetic Programming (MGP) reformulates program induction as a syntactic derivation task inspired by the Minimalist Program in linguistics. Instead of evolution, MGP uses the MERGE operator to incrementally construct complex syntactic structures. On symbolic regression tasks, MGP discovers exact ground truth models where standard GP struggles.

Summary generated by Claude — human-verified