diff --git a/fuzzy_logic/fuzzy_operations.py b/fuzzy_logic/fuzzy_operations.py index 73ddfa96e..8e5792c0d 100644 --- a/fuzzy_logic/fuzzy_operations.py +++ b/fuzzy_logic/fuzzy_operations.py @@ -10,7 +10,7 @@ import numpy as np class FuzzySet: """ - A class for representing and + A class for representing and manipulating triangular fuzzy sets. Attributes: @@ -20,27 +20,29 @@ class FuzzySet: c (float): The right boundary of the fuzzy set. Methods: - membership(x): Calculate the membership value + membership(x): Calculate the membership value of an input 'x' in the fuzzy set. - union(other): Calculate the union of this fuzzy set + union(other): Calculate the union of this fuzzy set with another fuzzy set. - intersection(other): Calculate the intersection of this fuzzy set + intersection(other): Calculate the intersection of this fuzzy set with another fuzzy set. - complement(): Calculate the complement (negation) + complement(): Calculate the complement (negation) of this fuzzy set. plot(): Plot the membership function of the fuzzy set. """ def __init__(self, name: str, left_boundary: float, peak: float, right_boundary: float) -> None: """ - Initializes a triangular fuzzy set with the given parameters. + Initializes a triangular fuzzy set + with the given parameters. - Args: - name (str): The name or label of the fuzzy set. - left_boundary (float): The left boundary of the fuzzy set. - peak (float): The peak (central) value of the fuzzy set. - right_boundary (float): The right boundary of the fuzzy set. - """ + Args: + name (str): The name or label of the fuzzy set. + a (float): The left boundary of the fuzzy set. + b (float): The peak (central) value of + the fuzzy set. + c (float): The right boundary of the fuzzy set. + """ self.name = name # Fuzzy set name self.left_boundary = left_boundary # Left boundary self.peak = peak # Peak value @@ -49,15 +51,15 @@ class FuzzySet: def membership(self, x): """ - Calculate the membership value of + Calculate the membership value of an input 'x' in the fuzzy set. Args: - x (float): The input value for + x (float): The input value for which the membership is calculated. Returns: - float: The membership value of 'x' in + float: The membership value of 'x' in the fuzzy set. """ @@ -70,7 +72,7 @@ class FuzzySet: def union(self, other): """ - Calculate the union of this fuzzy set + Calculate the union of this fuzzy set with another fuzzy set. Args: @@ -78,7 +80,7 @@ class FuzzySet: to union with. Returns: - FuzzySet: A new fuzzy + FuzzySet: A new fuzzy set representing the union. """ @@ -92,7 +94,7 @@ class FuzzySet: def intersection(self, other): """ - Calculate the intersection of this + Calculate the intersection of this fuzzy set with another fuzzy set. Args: