Research optimization

Run reproducible bounded parameter optimization from Arka.

arka optimize "(x - 3)**2" --bounds=-10,10 --iterations 200 --seed 7
arka optimize "(x - 3)**2" --json

This is an original, small evolutionary search with a fixed seed and bounded arithmetic objective. It is inspired by PaGMO2’s population-based and reproducible optimization concepts; PaGMO2 contains GPL-3.0 and LGPL-3.0 components, so Arka does not copy or link its source.