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Upgrade Goptuna to v0.8.0 which supports IPOP-CMA-ES and BIPOP-CMA-ES. #1283
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/assign @c-bata |
@c-bata Thank you very much for contributing with this! I think you can directly add changes for v1beta1 version, since v1alpha3 has been already released and we have plans to release v1beta1 later. |
Cool! Thanks for the awesome work. |
This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions. |
/lifecycle frozen |
Probably I will be able to open a pull request next month. The latest version of Goptuna also supports Sobol's quasirandom sequence. |
That's great, thank you for your help @c-bata! |
/kind feature
Describe the solution you'd like
I've just released Goptuna v0.6.0. It includes IPOP-CMA-ES and BIPOP-CMA-ES supports. As the benchmark results of two-dimensional Rastrigin function shows, these algorithms outperforms on multimodal functions.
TODOs
Anything else you would like to add:
[Miscellaneous information that will assist in solving the issue.]
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