Module Hierarchy

fuzzy: Initialize the fuzzy module.
- fuzzy.Adjective: Describes a ...
- fuzzy.Exception: Base class for any kind of exceptions used by this package.
- fuzzy.InputVariable: General instance of an input variable.
- fuzzy.OutputVariable: General instance of an output variable.
- fuzzy.Rule: Represents a fuzzy rule.
- fuzzy.System: Main coordinator class of a whole fuzzy system
- fuzzy.Variable: Base class for any kind of fuzzy variable.
- fuzzy.complement: Complement functions.
  - fuzzy.complement.Base: Base class for all complement methods
  - fuzzy.complement.Parametric: Abstract base class for any parametric fuzzy complement
  - fuzzy.complement.Sugeno: Complement after Sugeno
  - fuzzy.complement.Yager: Complement after Yager
  - fuzzy.complement.Zadeh: Complement after Zadeh
- fuzzy.defuzzify: Defuzzification functions.
  - fuzzy.defuzzify.Base: Abstract base class for defuzzification which results in a numeric value.
  - fuzzy.defuzzify.COG: Defuzzification which uses the center of gravity method.
  - fuzzy.defuzzify.COGS: Defuzzification for singletons.
  - fuzzy.defuzzify.Dict: Not a real defuzzification.
  - fuzzy.defuzzify.LM: Defuzzification which uses the left most (local) maximum.
  - fuzzy.defuzzify.MaxLeft: Defuzzification which uses the left global maximum.
  - fuzzy.defuzzify.MaxRight: Defuzzification which uses the right global maximum.
  - fuzzy.defuzzify.RM: Defuzzification which uses the right most (local) maximum.
- fuzzy.doc: Helpers to generate documentation of a fuzzy system
  - fuzzy.doc.plot: Generate documentation by plotting some parts of the system
    - fuzzy.doc.plot.gnuplot: Documentation
      - fuzzy.doc.plot.gnuplot.doc: Plotting of variables, adjectives, ...
  - fuzzy.doc.structure: Generate documentation of structure of system
    - fuzzy.doc.structure.dot: Documentation
      - fuzzy.doc.structure.dot.dot: Generates description of structure in dot format
      - fuzzy.doc.structure.dot.handlers: Handlers for different object types which print the object in dot format
- fuzzy.fuzzify: Fuzzification functions.
  - fuzzy.fuzzify.Base: base class for all fuzzification methods
  - fuzzy.fuzzify.Dict: Fuzzification which sets adjectives values according the values in given dictionary.
  - fuzzy.fuzzify.Plain: Fuzzification which sets adjectives values according their set memberships for given value.
- fuzzy.norm: This package contains all realized fuzzy norms.
  - fuzzy.norm.AlgebraicProdSum
  - fuzzy.norm.AlgebraicProduct
  - fuzzy.norm.AlgebraicSum
  - fuzzy.norm.ArithmeticMean
  - fuzzy.norm.BoundedDifference
  - fuzzy.norm.BoundedSum
  - fuzzy.norm.DombiIntersection
  - fuzzy.norm.DombiUnion
  - fuzzy.norm.DrasticProduct
  - fuzzy.norm.DrasticSum
  - fuzzy.norm.DualOfGeometricMean
  - fuzzy.norm.DualOfHarmonicMean
  - fuzzy.norm.DubiosPradeIntersection
  - fuzzy.norm.DubiosPradeUnion
  - fuzzy.norm.EinsteinProduct
  - fuzzy.norm.EinsteinSum
  - fuzzy.norm.FrankIntersection
  - fuzzy.norm.FrankUnion
  - fuzzy.norm.FuzzyAnd
  - fuzzy.norm.FuzzyOr
  - fuzzy.norm.GammaOperator
  - fuzzy.norm.GeometricMean
  - fuzzy.norm.HamacherIntersection
  - fuzzy.norm.HamacherProduct
  - fuzzy.norm.HamacherSum
  - fuzzy.norm.HamacherUnion
  - fuzzy.norm.HarmonicMean
  - fuzzy.norm.Max
  - fuzzy.norm.Min
  - fuzzy.norm.MinMax
  - fuzzy.norm.Norm: Abstract base class for any kind of fuzzy norm.
  - fuzzy.norm.ParametricNorm: Base class for any kind of parametric fuzzy norm.
  - fuzzy.norm.SchweizerIntersection
  - fuzzy.norm.SchweizerIntersection2
  - fuzzy.norm.SchweizerIntersection3
  - fuzzy.norm.SchweizerUnion
  - fuzzy.norm.SchweizerUnion2
  - fuzzy.norm.SchweizerUnion3
  - fuzzy.norm.YagerIntersection
  - fuzzy.norm.YagerUnion
- fuzzy.operator: These operators are used to build fuzzy rules.
  - fuzzy.operator.Compound: The Compound class takes values of several input operators and processes them through a given norm.
  - fuzzy.operator.Const: Special operator class which returns a constant value.
  - fuzzy.operator.Input: Special operator class which gets it value from a fuzzy adjective.
  - fuzzy.operator.Not: Operator class which takes value of input operator and calculates complement of it.
  - fuzzy.operator.Operator: Calculate value for fuzzy rule.
- fuzzy.set: Different kind of fuzzy sets.
  - fuzzy.set.Function: Base class for any fuzzy set defined by a function (not a polygon).
  - fuzzy.set.PiFunction: Realize a Pi-shaped fuzzy set
  - fuzzy.set.Polygon: Represents a fuzzy set, which membership function is the shape of a polygon.
  - fuzzy.set.SFunction: Realize a S-shaped fuzzy set.
  - fuzzy.set.Set: Base class for all fuzzy sets.
  - fuzzy.set.Singleton: This set represents a non-fuzzy number.
  - fuzzy.set.Trapez: Realize a trapezoid-shaped fuzzy set.
  - fuzzy.set.Triangle: Realize a triangle-shaped fuzzy set.
  - fuzzy.set.ZFunction: Realize a Z-shaped fuzzy set.
  - fuzzy.set.operations: Helper functions for calculation with fuzzy sets.
- fuzzy.storage: Storage functions.
  - fuzzy.storage.fcl: Reading and writing FCL files.
    - fuzzy.storage.fcl.FCLLexer: Lexer for reading FCL by the pyfuzzy package.
    - fuzzy.storage.fcl.FCLLexer3: Lexer for reading FCL by the pyfuzzy package.
    - fuzzy.storage.fcl.FCLParser: Parser for reading FCL by the pyfuzzy package.
    - fuzzy.storage.fcl.Reader: Load a fuzzy system from FCL file, stream or string.
- fuzzy.utils: Helper functions for pyfuzzy.