Package pyvision :: Package optimize :: Module genetic :: Class GeneticAlgorithm

Class GeneticAlgorithm

Instance Methods

__init__(self, fitness, args=[], kwargs={}, initializer=None, initargs=[], population_size=100, n_processes='AUTO') source code

list_random(self, args)

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dict_random(self, args)

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random(self)
Randomly generate an individual for initialization

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list_mutate(self, args)

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dict_mutate(self, args)

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mutate(self, args)
Randomly generate an individual for initialization

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list_combine(self, args, other)

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dict_combine(self, args, other)

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combine(self, args1, args2)

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addIndividual(self, score, args, kwargs, ilog=None)

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printPopulation(self)

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optimize(self, max_iter=1000, callback=None, ilog=None, restart_dir=None)
Returns: best_score, args, kwargs

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Method Details