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# This is temporary fix to import module from parent folder |
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# It will be removed when package is published on PyPI |
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import sys |
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sys.path.append('../') |
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5
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# End of fix |
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7
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import logging |
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8
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import NiaPy |
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10
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logging.basicConfig() |
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11
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logger = logging.getLogger('examples') |
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12
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logger.setLevel('INFO') |
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13
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14
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15
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View Code Duplication |
class MyBenchmark(object): |
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16
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def __init__(self): |
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self.Lower = -5.12 |
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self.Upper = 5.12 |
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20
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def function(self): |
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21
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def evaluate(D, sol): |
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val = 0.0 |
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23
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for i in range(D): |
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val = val + sol[i] * sol[i] |
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return val |
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return evaluate |
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27
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28
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29
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algorithms = ['BatAlgorithm', |
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30
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'DifferentialEvolution', |
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31
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'FireflyAlgorithm', |
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32
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'FlowerPollinationAlgorithm', |
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33
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'GreyWolfOptimizer', |
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34
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'ArtificialBeeColonyAlgorithm', |
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35
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'GeneticAlgorithm', |
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36
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'ParticleSwarmAlgorithm', |
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37
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'HybridBatAlgorithm', |
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38
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'SelfAdaptiveDifferentialEvolution'] |
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39
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benchmarks = ['ackley', 'alpine1', 'alpine2', 'chungReynolds', |
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40
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'csendes', 'griewank', 'happyCat', 'pinter', |
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41
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'quing', 'quintic', 'rastrigin', 'ridge', |
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42
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'rosenbrock', 'salomon', 'schumerSteiglitz', 'schwefel', |
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43
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'schwefel221', 'schwefel222', 'sphere', 'step', |
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44
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'step2', 'step3', 'stepint', 'styblinskiTang', |
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45
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'sumSquares', 'whitley', MyBenchmark()] |
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46
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47
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NiaPy.Runner(10, 40, 1000, 3, algorithms, benchmarks).run(export='json', verbose=True) |
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48
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NiaOrg /
NiaPy
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