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I added a note in the README.md on how it works currently - https://github.com/codelion/openevolve?tab=readme-ov-file#island-based-evolution-with-worker-pinning But the short answer is that I implemented worker pinning so that a worker samples from a particular island during evolution to ensure the island diversity. |
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From my understanding, each island evolves independently, so
evaluator.parallel_evaluations
can be chosen from [1,database.num_islands
].But within each island, evolution is sequential and each ietration is dependent on previous iteration.
Then I just wonder does openevolve support
evaluator.parallel_evaluations
larger thandatabase.num_islands
?And does my understanding about
MAP Elites + Islands
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