examples/optimization_applications/test_function.py 1 location
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@@ 5-15 (lines=11) @@
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from hyperactive import Hyperactive |
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def ackley_function(para): |
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x, y = para["x"], para["y"] |
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loss = ( |
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-20 * np.exp(-0.2 * np.sqrt(0.5 * (x * x + y * y))) |
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- np.exp(0.5 * (np.cos(2 * np.pi * x) + np.cos(2 * np.pi * y))) |
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+ np.exp(1) |
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+ 20 |
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) |
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return -loss |
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search_space = { |
tests/test_empty_output/verbose.py 1 location
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@@ 10-20 (lines=11) @@
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from hyperactive import Hyperactive |
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def ackley_function(para): |
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"""Ackley optimization function for testing.""" |
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x, y = para["x"], para["y"] |
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loss = ( |
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-20 * np.exp(-0.2 * np.sqrt(0.5 * (x * x + y * y))) |
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- np.exp(0.5 * (np.cos(2 * np.pi * x) + np.cos(2 * np.pi * y))) |
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+ np.exp(1) |
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+ 20 |
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) |
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return -loss |
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tests/test_empty_output/non_verbose.py 1 location
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@@ 8-18 (lines=11) @@
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from hyperactive import Hyperactive |
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def ackley_function(para): |
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"""Ackley optimization function for testing.""" |
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x, y = para["x"], para["y"] |
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loss = ( |
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-20 * np.exp(-0.2 * np.sqrt(0.5 * (x * x + y * y))) |
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- np.exp(0.5 * (np.cos(2 * np.pi * x) + np.cos(2 * np.pi * y))) |
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+ np.exp(1) |
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+ 20 |
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) |
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return -loss |
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SimonBlanke /
Hyperactive
