def splitters() -> tp.Sequence[Optim]:
optims: tp.List[Optim] = []
for num_optims in [None, 3, 5, 9, 13]:
for str_optim in ["CMA", "ECMA", "DE", "TwoPointsDE"]:
optim = optimizerlib_registry[str_optim]
name = "Split" + str_optim + ("Auto" if num_optims is None else str(num_optims))
opt = ConfSplitOptimizer(multivariate_optimizer=optim, num_optims=num_optims).set_name(name)
optims.append(opt)
return optims
def progressive() -> tp.Sequence[Optim]:
optims: tp.List[Optim] = []
for mutation in ["discrete", "gaussian"]:
for num_optims in [None, 13, 10000]:
name = ("Prog" + ("Disc" if mutation == "discrete" else "") +
("Auto" if num_optims is None else
("Inf" if num_optims == 10000 else str(num_optims))))
mv = ParametrizedOnePlusOne(noise_handling="optimistic",
mutation=mutation)
opt = ConfSplitOptimizer(num_optims=num_optims,
progressive=True,
multivariate_optimizer=mv).set_name(name)
optims.append(opt)
return optims