population-based

evolutionary optimization strat that keeps a set of candidate solutions (population) and applies variation and selection operators over it. There’s only an implicity distribution. Contrast: distribution-based

Variants

• genetic algorithm
• NEAT
• differential evolution
• particle swarm optimization

https://github.com/RobertTLange/evosax/tree/main/evosax/algorithms/population_based