def __init__(self, is_neigh_precomp=True, is_using_output_one_neigh=True):
self.length = 100
self.epsilon = Fraction(2**-55)
self.number_of_activations = 20
self.number_of_mutations_from_mutator = 50
self.population_size = 75
self.tolerance = ConjunctionTolerance(self.length, self.epsilon)
self.tau = 0 # (self.epsilon / Decimal(self.length))**Decimal(3) * log(1/self.epsilon)
self.representation_class = None
if is_neigh_precomp:
self.representation_class = get_set_of_all_representations_with_length(
self.length)
self.mutation_neighborhood = PrecompMonotoneConjunctionNeighborhood(
self.representation_class)
elif is_using_output_one_neigh:
self.mutation_neighborhood = ConjunctionNeighborhoodOutputOne()
else:
self.mutation_neighborhood = MonotoneConjunctionNeighborhood()
self.mutation_probability = ConjunctionMutationProbability(
self.mutation_neighborhood)
self.recombination_factor = 1
def get_perf(self, concept_class):
if self.representation_class is None:
self.representation_class = get_set_of_all_representations_with_length(
self.length)
return PerformanceOracleWithPrecomp(concept_class, self.tau,
self.representation_class)
def __init__(self, is_neigh_precomp=True, is_using_output_one_neigh=True):
self.length = 100
self.epsilon = Fraction(2**-55)
self.number_of_activations = 20
self.number_of_mutations_from_mutator = 50
self.population_size = 75
self.tolerance = ConjunctionTolerance(self.length, self.epsilon)
self.tau = 0 # (self.epsilon / Decimal(self.length))**Decimal(3) * log(1/self.epsilon)
self.representation_class = None
if is_neigh_precomp:
self.representation_class = get_set_of_all_representations_with_length(self.length)
self.mutation_neighborhood = PrecompMonotoneConjunctionNeighborhood(self.representation_class)
elif is_using_output_one_neigh:
self.mutation_neighborhood = ConjunctionNeighborhoodOutputOne()
else:
self.mutation_neighborhood = MonotoneConjunctionNeighborhood()
self.mutation_probability = ConjunctionMutationProbability(self.mutation_neighborhood)
self.recombination_factor = 1
def get_perf(self, concept_class):
if self.representation_class is None:
self.representation_class = get_set_of_all_representations_with_length(self.length)
return PerformanceOracleWithPrecomp(concept_class, self.tau, self.representation_class)
