Operator Calculus for Population-Based Optimization: Modular Convergence and Finite-Population Guarantees

Pekka Malo, Lauri Viitasaari, Patrik Nummi +3

Population-based optimizers combine update rules such as mutation, selection, and recombination. When one rule changes, it is often unclear which convergence guarantees survive or…