FuzzyART.C File Reference

#include "Component/ModelOptionDef.H"
#include "Component/OptionManager.H"
#include "Component/ModelComponent.H"
#include "Component/ModelParam.H"
#include "Learn/FuzzyART.H"
#include "Util/Assert.H"
#include "Util/log.H"
#include <vector>

Include dependency graph for FuzzyART.C:

Go to the source code of this file.

Variables
const ModelOptionCateg	MOC_Learn_ART
const ModelOptionDef	OPT_FuzzyART_InputSize
const ModelOptionDef	OPT_FuzzyART_NumCategories
const ModelOptionDef	OPT_FuzzyART_ComplementCode
const ModelOptionDef	OPT_FuzzyART_Alpha
const ModelOptionDef	OPT_FuzzyART_Beta
const ModelOptionDef	OPT_FuzzyART_Rho

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Detailed Description

Definition in file FuzzyART.C.

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Variable Documentation

const ModelOptionCateg MOC_Learn_ART

Initial value:

 {
  MOC_SORTPRI_3,   "ART Model-related Options" }

Definition at line 47 of file FuzzyART.C.

const ModelOptionDef OPT_FuzzyART_Alpha

Initial value:

 
  { MODOPT_ARG(double), "FuzzyART_Alpha", &MOC_Learn_ART, OPTEXP_CORE,
    "Set the choice parameter alpha for fuzzy ART dynamics",
    "fuzzy-art-alpha", '\0', "<0..1>", "0.01"}

Definition at line 65 of file FuzzyART.C.

const ModelOptionDef OPT_FuzzyART_Beta

Initial value:

 
  { MODOPT_ARG(double), "FuzzyART_Beta", &MOC_Learn_ART, OPTEXP_CORE,
    "Set the learning rate parameter beta for fuzzy ART dynamics",
    "fuzzy-art-beta", '\0', "<0..1>", "0.1"}

Definition at line 70 of file FuzzyART.C.

const ModelOptionDef OPT_FuzzyART_ComplementCode

Initial value:

 
  { MODOPT_FLAG, "FuzzyART_ComplementCoding", &MOC_Learn_ART, OPTEXP_CORE,
    "Use complement coding for the fuzzy ART input layer",
    "fuzzy-art-complement-code", '\0', "", "true"}

Definition at line 60 of file FuzzyART.C.

const ModelOptionDef OPT_FuzzyART_InputSize

Initial value:

 
  { MODOPT_ARG(uint), "FuzzyART_InputSize", &MOC_Learn_ART, OPTEXP_CORE,
    "The size of the input vectors to ART",
    "fuzzy-art-inputsize", '\0', "<uint>", "2"}

Definition at line 50 of file FuzzyART.C.

const ModelOptionDef OPT_FuzzyART_NumCategories

Initial value:

 
  { MODOPT_ARG(uint), "FuzzyART_MaxNumCategories", &MOC_Learn_ART, OPTEXP_CORE,
    "The maximum number of categories fuzzy ART can learn",
    "fuzzy-art-max-categories", '\0', "<uint>", "10"}

Definition at line 55 of file FuzzyART.C.

const ModelOptionDef OPT_FuzzyART_Rho

Initial value:

 
  { MODOPT_ARG(double), "FuzzyART_Rho", &MOC_Learn_ART, OPTEXP_CORE,
    "Set the vigilance parameter rho for fuzzy ART dynamics",
    "fuzzy-art-rho", '\0', "<0..1>", "0.9"}

Definition at line 75 of file FuzzyART.C.