Evolutionary program synthesis
Demonstrates MOSES evolving interpretable boolean programs using semantic-aware evolutionary search.
; MOSES evolves compact programs
; Elegant Normal Form constrains search
!(moses-evolve
(fitness-fn classification-accuracy)
(training-data health-records)
(max-generations 500)
(representation boolean-formula))
; => (AND (OR $x1 $x3)
; (NOT $x7))
; Interpretable, compact solution