Fuzzy System
A python framework to build Fuzzy Inference Systems
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FuzzySystem
Examples:
Membership functions
Basic Tipping Problem
Shower Fuzzy Inference System
Sugeno Fuzzy Inference System
T-norm operators
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Index
A
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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S
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T
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U
A
add() (FuzzySystem.fuzzyrule.Antecedent method)
,
[1]
(FuzzySystem.fuzzyrule.Consequent method)
,
[1]
(FuzzySystem.fuzzyrule.TSKConsequent method)
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[1]
add_rule() (FuzzySystem.fis.FuzzyInferenceSystem method)
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[1]
algebraic_prod() (in module FuzzySystem.fuzzy_operations)
,
[1]
algebraic_sum() (in module FuzzySystem.fuzzy_operations)
,
[1]
Antecedent (class in FuzzySystem.fuzzyrule)
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[1]
area (FuzzySystem.membership_function.MembershipFunction property)
,
[1]
area() (FuzzySystem.membership_function.Gaussmf method)
,
[1]
(FuzzySystem.membership_function.Trapmf method)
,
[1]
(FuzzySystem.membership_function.Trimf method)
,
[1]
C
Cauchymf (class in FuzzySystem.membership_function)
,
[1]
CenterOfSets (class in FuzzySystem.defuzzifier)
,
[1]
Centroid (class in FuzzySystem.defuzzifier)
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[1]
centroid (FuzzySystem.membership_function.MembershipFunction property)
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[1]
centroid() (FuzzySystem.membership_function.Gaussmf method)
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[1]
(FuzzySystem.membership_function.Trapmf method)
,
[1]
(FuzzySystem.membership_function.Trimf method)
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[1]
complement() (FuzzySystem.fuzzyset.FuzzySet method)
,
[1]
(FuzzySystem.membership_function.MembershipFunction method)
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[1]
compute() (FuzzySystem.defuzzifier.CenterOfSets method)
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[1]
(FuzzySystem.defuzzifier.Centroid method)
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[1]
(FuzzySystem.defuzzifier.Defuzzifier method)
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[1]
(FuzzySystem.defuzzifier.FirstOfMaximum method)
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[1]
(FuzzySystem.defuzzifier.Heights method)
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[1]
(FuzzySystem.defuzzifier.LastOfMaximum method)
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[1]
(FuzzySystem.defuzzifier.MeanOfMaximum method)
,
[1]
(FuzzySystem.defuzzifier.ModifiedHeights method)
,
[1]
(FuzzySystem.membership_function.Cauchymf method)
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[1]
(FuzzySystem.membership_function.Gaussmf method)
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[1]
(FuzzySystem.membership_function.GBellmf method)
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[1]
(FuzzySystem.membership_function.Logmf method)
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[1]
(FuzzySystem.membership_function.MembershipFunction method)
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[1]
(FuzzySystem.membership_function.Sigmoidmf method)
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[1]
(FuzzySystem.membership_function.Tanhmf method)
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[1]
(FuzzySystem.membership_function.Trapmf method)
,
[1]
(FuzzySystem.membership_function.Trimf method)
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[1]
Consequent (class in FuzzySystem.fuzzyrule)
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[1]
constant_function() (in module FuzzySystem.fuzzyrule)
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[1]
cut() (FuzzySystem.fuzzyset.FuzzySet method)
,
[1]
D
default_points (in module FuzzySystem.config)
Defuzzifier (class in FuzzySystem.defuzzifier)
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[1]
discrete_universe() (FuzzySystem.fuzzyvariable.FuzzyVariable method)
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[1]
divide() (in module FuzzySystem.membership_function)
,
[1]
E
eval() (FuzzySystem.defuzzifier.Defuzzifier method)
,
[1]
(FuzzySystem.defuzzifier.TSKDefuzzifier method)
,
[1]
(FuzzySystem.fis.FuzzyInferenceSystem method)
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[1]
(FuzzySystem.fuzzyrule.Antecedent method)
,
[1]
(FuzzySystem.fuzzyrule.Consequent method)
,
[1]
(FuzzySystem.fuzzyrule.FuzzyRule method)
,
[1]
(FuzzySystem.fuzzyrule.TSKConsequent method)
,
[1]
(FuzzySystem.fuzzyset.FuzzySet method)
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[1]
(FuzzySystem.fuzzyvariable.FuzzyVariable method)
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[1]
(FuzzySystem.membership_function.MembershipFunction method)
,
[1]
(FuzzySystem.nonsingleton.NonSingleton method)
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[1]
F
FirstOfMaximum (class in FuzzySystem.defuzzifier)
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[1]
format_inputs() (in module FuzzySystem.utils)
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[1]
fuzzy_similarity() (in module FuzzySystem.utils)
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[1]
fuzzy_variables (FuzzySystem.fuzzyrule.Antecedent property)
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[1]
(FuzzySystem.fuzzyrule.Consequent property)
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[1]
FuzzyInferenceSystem (class in FuzzySystem.fis)
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[1]
FuzzyRule (class in FuzzySystem.fuzzyrule)
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[1]
FuzzySet (class in FuzzySystem.fuzzyset)
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[1]
fuzzysets (FuzzySystem.output.Output property)
,
[1]
FuzzySystem.config
module
FuzzySystem.defuzzifier
module
,
[1]
FuzzySystem.fis
module
,
[1]
FuzzySystem.fuzzy_operations
module
,
[1]
FuzzySystem.fuzzyrule
module
,
[1]
FuzzySystem.fuzzyset
module
,
[1]
FuzzySystem.fuzzyvariable
module
,
[1]
FuzzySystem.matlab_importer
module
,
[1]
FuzzySystem.membership_function
module
,
[1]
FuzzySystem.nonsingleton
module
,
[1]
FuzzySystem.output
module
,
[1]
FuzzySystem.utils
module
,
[1]
FuzzyVariable (class in FuzzySystem.fuzzyvariable)
,
[1]
G
Gaussmf (class in FuzzySystem.membership_function)
,
[1]
GBellmf (class in FuzzySystem.membership_function)
,
[1]
get() (FuzzySystem.fuzzyrule.Antecedent method)
,
[1]
(FuzzySystem.fuzzyrule.Consequent method)
,
[1]
(FuzzySystem.fuzzyvariable.FuzzyVariable method)
,
[1]
get_array() (FuzzySystem.output.Output method)
,
[1]
get_fuzzy_operators() (in module FuzzySystem.utils)
,
[1]
get_matrix_rules() (FuzzySystem.fis.FuzzyInferenceSystem method)
,
[1]
get_outputs() (FuzzySystem.output.Output method)
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[1]
get_params() (FuzzySystem.fuzzyrule.TSKConsequent method)
,
[1]
get_structure() (FuzzySystem.fis.FuzzyInferenceSystem method)
,
[1]
H
Heights (class in FuzzySystem.defuzzifier)
,
[1]
I
import_fis_matlab() (in module FuzzySystem.matlab_importer)
,
[1]
inputs (FuzzySystem.fis.FuzzyInferenceSystem property)
,
[1]
(FuzzySystem.fuzzyrule.FuzzyRule property)
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[1]
intersection() (in module FuzzySystem.fuzzy_operations)
,
[1]
L
LastOfMaximum (class in FuzzySystem.defuzzifier)
,
[1]
linear_function() (in module FuzzySystem.fuzzyrule)
,
[1]
Logmf (class in FuzzySystem.membership_function)
,
[1]
M
matrix_rules (FuzzySystem.fis.FuzzyInferenceSystem property)
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[1]
maximum() (in module FuzzySystem.fuzzy_operations)
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[1]
MeanOfMaximum (class in FuzzySystem.defuzzifier)
,
[1]
MembershipFunction (class in FuzzySystem.membership_function)
,
[1]
minimum() (in module FuzzySystem.fuzzy_operations)
,
[1]
ModifiedHeights (class in FuzzySystem.defuzzifier)
,
[1]
module
FuzzySystem.config
FuzzySystem.defuzzifier
,
[1]
FuzzySystem.fis
,
[1]
FuzzySystem.fuzzy_operations
,
[1]
FuzzySystem.fuzzyrule
,
[1]
FuzzySystem.fuzzyset
,
[1]
FuzzySystem.fuzzyvariable
,
[1]
FuzzySystem.matlab_importer
,
[1]
FuzzySystem.membership_function
,
[1]
FuzzySystem.nonsingleton
,
[1]
FuzzySystem.output
,
[1]
FuzzySystem.utils
,
[1]
N
name (FuzzySystem.defuzzifier.CenterOfSets attribute)
,
[1]
(FuzzySystem.defuzzifier.Centroid attribute)
,
[1]
(FuzzySystem.defuzzifier.Defuzzifier attribute)
(FuzzySystem.defuzzifier.FirstOfMaximum attribute)
,
[1]
(FuzzySystem.defuzzifier.Heights attribute)
,
[1]
(FuzzySystem.defuzzifier.LastOfMaximum attribute)
,
[1]
(FuzzySystem.defuzzifier.MeanOfMaximum attribute)
,
[1]
(FuzzySystem.defuzzifier.ModifiedHeights attribute)
,
[1]
(FuzzySystem.defuzzifier.TSKDefuzzifier attribute)
,
[1]
(FuzzySystem.membership_function.Cauchymf attribute)
(FuzzySystem.membership_function.Gaussmf attribute)
(FuzzySystem.membership_function.GBellmf attribute)
(FuzzySystem.membership_function.Logmf attribute)
(FuzzySystem.membership_function.MembershipFunction attribute)
,
[1]
(FuzzySystem.membership_function.Sigmoidmf attribute)
(FuzzySystem.membership_function.Tanhmf attribute)
(FuzzySystem.membership_function.Trapmf attribute)
(FuzzySystem.membership_function.Trimf attribute)
NonSingleton (class in FuzzySystem.nonsingleton)
,
[1]
O
Output (class in FuzzySystem.output)
,
[1]
output_toDict() (FuzzySystem.output.Output static method)
,
[1]
outputs (FuzzySystem.fis.FuzzyInferenceSystem property)
,
[1]
(FuzzySystem.fuzzyrule.FuzzyRule property)
,
[1]
S
set_params() (FuzzySystem.fuzzyrule.TSKConsequent method)
,
[1]
(FuzzySystem.membership_function.Cauchymf method)
,
[1]
(FuzzySystem.membership_function.Gaussmf method)
,
[1]
(FuzzySystem.membership_function.GBellmf method)
,
[1]
(FuzzySystem.membership_function.Logmf method)
,
[1]
(FuzzySystem.membership_function.MembershipFunction method)
,
[1]
(FuzzySystem.membership_function.Sigmoidmf method)
,
[1]
(FuzzySystem.membership_function.Tanhmf method)
,
[1]
(FuzzySystem.membership_function.Trapmf method)
,
[1]
(FuzzySystem.membership_function.Trimf method)
,
[1]
show() (FuzzySystem.fuzzyrule.Antecedent method)
,
[1]
(FuzzySystem.fuzzyrule.Consequent method)
,
[1]
(FuzzySystem.fuzzyrule.FuzzyRule method)
,
[1]
(FuzzySystem.fuzzyset.FuzzySet method)
,
[1]
(FuzzySystem.fuzzyvariable.FuzzyVariable method)
,
[1]
(FuzzySystem.membership_function.MembershipFunction method)
,
[1]
(FuzzySystem.output.Output method)
,
[1]
show_rules() (FuzzySystem.fis.FuzzyInferenceSystem method)
,
[1]
Sigmoidmf (class in FuzzySystem.membership_function)
,
[1]
spread (FuzzySystem.membership_function.Cauchymf property)
,
[1]
(FuzzySystem.membership_function.Gaussmf property)
,
[1]
(FuzzySystem.membership_function.GBellmf property)
,
[1]
(FuzzySystem.membership_function.Logmf property)
,
[1]
(FuzzySystem.membership_function.MembershipFunction property)
,
[1]
(FuzzySystem.membership_function.Sigmoidmf property)
,
[1]
(FuzzySystem.membership_function.Tanhmf property)
,
[1]
(FuzzySystem.membership_function.Trapmf property)
,
[1]
(FuzzySystem.membership_function.Trimf property)
,
[1]
T
Tanhmf (class in FuzzySystem.membership_function)
,
[1]
Trapmf (class in FuzzySystem.membership_function)
,
[1]
Trimf (class in FuzzySystem.membership_function)
,
[1]
TSKConsequent (class in FuzzySystem.fuzzyrule)
,
[1]
TSKDefuzzifier (class in FuzzySystem.defuzzifier)
,
[1]
U
union() (in module FuzzySystem.fuzzy_operations)
,
[1]
universe (FuzzySystem.fuzzyset.FuzzySet property)
,
[1]