mathdatech/Python
1
0
Fork 0
mirror of https://github.com/TheAlgorithms/Python.git synced 2025-05-18 15:11:28 +00:00
Code Issues Packages Projects Releases Wiki Activity

[pre-commit.ci] auto fixes from pre-commit.com hooks

Browse Source 
for more information, see https://pre-commit.ci
This commit is contained in:
pre-commit-ci[bot] 2023-10-28 05:31:21 +00:00
parent e778cb35b7
commit abe9361792
1 changed files with 13 additions and 13 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

26
fuzzy_logic/fuzzy_operations.py
View File

@ -10,7 +10,7 @@ import numpy as np
class FuzzySet: class FuzzySet:
""" """
A class for representing and A class for representing and
manipulating triangular fuzzy sets. manipulating triangular fuzzy sets.
Attributes: Attributes:
@ -20,26 +20,26 @@ class FuzzySet:
c (float): The right boundary of the fuzzy set. c (float): The right boundary of the fuzzy set.
Methods: Methods:
membership(x): Calculate the membership value membership(x): Calculate the membership value
of an input 'x' in the fuzzy set. 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. 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. with another fuzzy set.
complement(): Calculate the complement (negation) complement(): Calculate the complement (negation)
of this fuzzy set. of this fuzzy set.
plot(): Plot the membership function of the fuzzy set. plot(): Plot the membership function of the fuzzy set.
""" """
def __init__(self, name, a, b, c): def __init__(self, name, a, b, c):
""" """
Initializes a triangular fuzzy set Initializes a triangular fuzzy set
with the given parameters. with the given parameters.
Args: Args:
name (str): The name or label of the fuzzy set. name (str): The name or label of the fuzzy set.
a (float): The left boundary of the fuzzy set. a (float): The left boundary of the fuzzy set.
b (float): The peak (central) value of b (float): The peak (central) value of
the fuzzy set. the fuzzy set.
c (float): The right boundary of the fuzzy set. c (float): The right boundary of the fuzzy set.
""" """
@ -50,15 +50,15 @@ class FuzzySet:
def membership(self, x): def membership(self, x):
""" """
Calculate the membership value of Calculate the membership value of
an input 'x' in the fuzzy set. an input 'x' in the fuzzy set.
Args: Args:
x (float): The input value for x (float): The input value for
which the membership is calculated. which the membership is calculated.
Returns: Returns:
float: The membership value of 'x' in float: The membership value of 'x' in
the fuzzy set. the fuzzy set.
""" """
@ -71,7 +71,7 @@ class FuzzySet:
def union(self, other): def union(self, other):
""" """
Calculate the union of this fuzzy set Calculate the union of this fuzzy set
with another fuzzy set. with another fuzzy set.
Args: Args:
@ -79,7 +79,7 @@ class FuzzySet:
to union with. to union with.
Returns: Returns:
FuzzySet: A new fuzzy FuzzySet: A new fuzzy
set representing the union. set representing the union.
""" """
@ -93,7 +93,7 @@ class FuzzySet:
def intersection(self, other): def intersection(self, other):
""" """
Calculate the intersection of this Calculate the intersection of this
fuzzy set with another fuzzy set. fuzzy set with another fuzzy set.
Args: Args: