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population based

population-based

Sep 10, 20251 min read

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


Graph View

Backlinks

  • black-box optimization
  • zero order optimization

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