SimonBlanke /
Hyperactive
| Total Complexity | 1 |
| Total Lines | 27 |
| Duplicated Lines | 0 % |
| Changes | 0 | ||
| 1 | import numpy as np |
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| 2 | |||
| 3 | from hyperactive import Hyperactive |
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| 4 | from hyperactive.optimizers import SpiralOptimization |
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| 5 | |||
| 6 | |||
| 7 | def sphere_function(para): |
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| 8 | x = para["x"] |
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| 9 | y = para["y"] |
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| 10 | |||
| 11 | return -(x * x + y * y) |
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| 12 | |||
| 13 | |||
| 14 | search_space = { |
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| 15 | "x": list(np.arange(-25, 10, 0.1)), |
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| 16 | "y": list(np.arange(-10, 15, 0.1)), |
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| 17 | } |
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| 18 | |||
| 19 | opt = SpiralOptimization( |
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| 20 | population=15, |
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| 21 | decay_rate=0.99, |
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| 22 | ) |
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| 23 | |||
| 24 | hyper = Hyperactive() |
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| 25 | hyper.add_search(sphere_function, search_space, n_iter=1500, optimizer=opt) |
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| 26 | hyper.run() |
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| 27 |
