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Update gaussian_fuzzyset.py

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Shreya 2024-10-30 17:32:38 +05:30 committed by GitHub
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fuzzy_logic/gaussian_fuzzyset.py
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@ -7,9 +7,11 @@ https://en.wikipedia.org/wiki/Membership_function_(mathematics)
""" """
from __future__ import annotations from __future__ import annotations
from dataclasses import dataclass from dataclasses import dataclass
import numpy as np
import matplotlib.pyplot as plt import matplotlib.pyplot as plt
import numpy as np
@dataclass @dataclass
@ -19,10 +21,11 @@ class GaussianFuzzySet:
Attributes: Attributes:
name: The name or label of the fuzzy set. name: The name or label of the fuzzy set.
mean: The mean value (center) of the Gaussian fuzzy set. mean: The mean value (center) of the Gaussianfuzzy set.
std_dev: The standard deviation (controls the spread) of the Gaussian fuzzy set. std_dev: The standard deviation (controls the spread) of
is_complement: Indicates whether this is the complement of the original fuzzy set. the Gaussian fuzzy set.
is_complement: Indicates whether this is the complement
of the original fuzzy set.
Methods: Methods:
membership(x): Calculate the membership value of an input 'x' in the fuzzy set. membership(x): Calculate the membership value of an input 'x' in the fuzzy set.
complement(): Create a new GaussianFuzzySet instance representing the complement. complement(): Create a new GaussianFuzzySet instance representing the complement.