Merge pull request optuna#4436 from Alnusjaponica/implement-nsgaiii

Implement NSGA-III
Alnusjaponica · May 11, 2023 · 3d3aeec · 3d3aeec
2 parents 557f079 + 7cae1e3
commit 3d3aeec
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diff --git a/docs/source/reference/samplers/index.rst b/docs/source/reference/samplers/index.rst
@@ -83,6 +83,7 @@ The :mod:`~optuna.samplers` module defines a base class for parameter sampling a
     optuna.samplers.CmaEsSampler
     optuna.samplers.PartialFixedSampler
     optuna.samplers.NSGAIISampler
+    optuna.samplers.NSGAIIISampler
     optuna.samplers.MOTPESampler
     optuna.samplers.QMCSampler
     optuna.samplers.BruteForceSampler

diff --git a/optuna/samplers/__init__.py b/optuna/samplers/__init__.py
@@ -3,6 +3,7 @@
 from optuna.samplers._brute_force import BruteForceSampler
 from optuna.samplers._cmaes import CmaEsSampler
 from optuna.samplers._grid import GridSampler
+from optuna.samplers._nsgaiii import NSGAIIISampler
 from optuna.samplers._partial_fixed import PartialFixedSampler
 from optuna.samplers._qmc import QMCSampler
 from optuna.samplers._random import RandomSampler
@@ -21,6 +22,7 @@
     "IntersectionSearchSpace",
     "MOTPESampler",
     "NSGAIISampler",
+    "NSGAIIISampler",
     "PartialFixedSampler",
     "QMCSampler",
     "RandomSampler",