1 | # encoding=utf8 |
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2 | # This is temporary fix to import module from parent folder |
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3 | # It will be removed when package is published on PyPI |
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4 | import sys |
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5 | sys.path.append('../') |
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6 | # End of fix |
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7 | |||
8 | import random |
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9 | from NiaPy.algorithms.basic import MultiStrategyDifferentialEvolution |
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10 | from NiaPy.task import StoppingTask |
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11 | from NiaPy.benchmarks import Sphere |
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12 | |||
13 | #we will run Differential Evolution for 5 independent runs |
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14 | for i in range(5): |
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15 | task = StoppingTask(D=10, nFES=5000, benchmark=Sphere()) |
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16 | algo = MultiStrategyDifferentialEvolution(NP=50, F=0.5, CR=0.9) |
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17 | best = algo.run(task) |
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18 | print('%s -> %s' % (best[0], best[1])) |
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19 | print(algo.getParameters()) |
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20 | |||
21 | # vim: tabstop=3 noexpandtab shiftwidth=3 softtabstop=3 |
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22 |