2023-05-04 15:08:14 -07:00
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from dlib import find_min_global
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2023-05-07 05:30:53 -07:00
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from .randomcube2 import another_random_cube
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from .utils import wrap_untrustworthy, final
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2023-05-04 15:08:14 -07:00
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def dlib_cube(objective, n_trials, n_dim, with_count):
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if n_dim > 35:
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return another_random_cube(objective, n_trials, n_dim, with_count)
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_objective = wrap_untrustworthy(objective, n_trials)
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def __objective(*args):
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return _objective(list(args))
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find_min_global(__objective, [0.0] * n_dim, [1.0] * n_dim, n_trials)
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fopt, xopt, feval_count = _objective(final)
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return (fopt, xopt, feval_count) if with_count else (fopt, xopt)
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