br.otimizes.oplatool.core.learning

Class SubjectiveAnalyzeAlgorithm

java.lang.Object

br.otimizes.oplatool.core.learning.SubjectiveAnalyzeAlgorithm

public class SubjectiveAnalyzeAlgorithm
extends java.lang.Object

Subjective analyze algorithm by Freire and Bindewald (2020)

Field Summary

Fields

Modifier and Type	Field and Description
static int	currentEvaluation
static org.apache.log4j.Logger	LOGGER

Constructor Summary

Constructors

Constructor and Description
SubjectiveAnalyzeAlgorithm()
SubjectiveAnalyzeAlgorithm(OPLASolutionSet resultFront, ClassifierAlgorithm algorithm)
SubjectiveAnalyzeAlgorithm(OPLASolutionSet resultFront, ClassifierAlgorithm algorithm, DistributeUserEvaluation distributeUserEvaluation)

Method Summary

Modifier and Type	Method and Description
void	addInteraction(OPLASolutionSet offspringPopulation)
void	evaluateSolutionSetSubjectiveAndArchitecturalMLP(OPLASolutionSet solutionSet, boolean subjective) Evaluate subjectively using Likert score and architectural elements evaluation
void	evaluateSolutionSetSubjectiveMLP(OPLASolutionSet solutionSet)
ClassifierAlgorithm	getAlgorithm()
ArffExecution	getArchitecturalArffExecution()
weka.classifiers.functions.MultilayerPerceptron	getArchitecturalMLP()
java.lang.String	getArchitecturalMLPHiddenLayers()
DistributeUserEvaluation	getDistributeUserEvaluation()
java.util.List<Element>	getEvaluatedElements()
EvaluationModels	getEvaluationModel()
java.lang.String	getHiddenLayers()
java.util.List<OPLASolutionSet>	getInteractions()
double	getLearningRate()
static org.apache.log4j.Logger	getLOGGER()
double	getMomentum()
int	getNumObjectives()
OPLASolutionSet	getResultFront()
static long	getSerialVersionUID()
ArffExecution	getSubjectiveArffExecution()
weka.classifiers.functions.MultilayerPerceptron	getSubjectiveMLP()
int	getTrainingTime()
boolean	isTrained()
SolutionSet	MLP(OPLASolutionSet solutionSet, boolean middle) MLP Execution Method
void	run()
SolutionSet	run(OPLASolutionSet solutionSet, boolean middle) Execution Method
void	setAlgorithm(ClassifierAlgorithm algorithm)
void	setArchitecturalArffExecution(ArffExecution architecturalArffExecution)
void	setArchitecturalMLP(weka.classifiers.functions.MultilayerPerceptron architecturalMLP)
void	setDistributeUserEvaluation(DistributeUserEvaluation distributeUserEvaluation)
void	setEvaluatedElements(java.util.List<Element> evaluatedElements)
void	setEvaluationModel(EvaluationModels evaluationModel)
void	setHiddenLayers(java.lang.String hiddenLayers)
void	setInteractions(java.util.List<OPLASolutionSet> interactions)
void	setLearningRate(double learningRate)
void	setMomentum(double momentum)
void	setNumObjectives(int numObjectives)
void	setResultFront(OPLASolutionSet resultFront)
void	setSubjectiveArffExecution(ArffExecution subjectiveArffExecution)
void	setSubjectiveMLP(weka.classifiers.functions.MultilayerPerceptron subjectiveMLP)
void	setTrained(boolean trained)
void	setTrainingTime(int trainingTime)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

LOGGER

public static final org.apache.log4j.Logger LOGGER

currentEvaluation

public static int currentEvaluation

Constructor Detail

SubjectiveAnalyzeAlgorithm

public SubjectiveAnalyzeAlgorithm()

SubjectiveAnalyzeAlgorithm

public SubjectiveAnalyzeAlgorithm(OPLASolutionSet resultFront,
                                  ClassifierAlgorithm algorithm,
                                  DistributeUserEvaluation distributeUserEvaluation)

SubjectiveAnalyzeAlgorithm

public SubjectiveAnalyzeAlgorithm(OPLASolutionSet resultFront,
                                  ClassifierAlgorithm algorithm)

Method Detail

run

public SolutionSet run(OPLASolutionSet solutionSet,
                       boolean middle)

Execution Method

Returns:

Solution Set - Best performing cluster with another solutions (filteredSolutions)

Throws:

java.lang.Exception - Default Exception

run

public void run()
         throws java.lang.Exception

Throws:

java.lang.Exception

MLP

public SolutionSet MLP(OPLASolutionSet solutionSet,
                       boolean middle)

MLP Execution Method

Returns:

Solution Set

Throws:

java.lang.Exception - Default Exception

evaluateSolutionSetSubjectiveMLP

public void evaluateSolutionSetSubjectiveMLP(OPLASolutionSet solutionSet)

evaluateSolutionSetSubjectiveAndArchitecturalMLP

public void evaluateSolutionSetSubjectiveAndArchitecturalMLP(OPLASolutionSet solutionSet,
                                                             boolean subjective)
                                                      throws java.lang.Exception

Evaluate subjectively using Likert score and architectural elements evaluation

Parameters:

solutionSet - solution set

subjective - assign or not the Likert score

Throws:

java.lang.Exception - default exception

getSerialVersionUID

public static long getSerialVersionUID()

getLOGGER

public static org.apache.log4j.Logger getLOGGER()

getResultFront

public OPLASolutionSet getResultFront()

setResultFront

public void setResultFront(OPLASolutionSet resultFront)

getAlgorithm

public ClassifierAlgorithm getAlgorithm()

setAlgorithm

public void setAlgorithm(ClassifierAlgorithm algorithm)

getSubjectiveArffExecution

public ArffExecution getSubjectiveArffExecution()

setSubjectiveArffExecution

public void setSubjectiveArffExecution(ArffExecution subjectiveArffExecution)

getNumObjectives

public int getNumObjectives()

setNumObjectives

public void setNumObjectives(int numObjectives)

getSubjectiveMLP

public weka.classifiers.functions.MultilayerPerceptron getSubjectiveMLP()

setSubjectiveMLP

public void setSubjectiveMLP(weka.classifiers.functions.MultilayerPerceptron subjectiveMLP)

getTrainingTime

public int getTrainingTime()

setTrainingTime

public void setTrainingTime(int trainingTime)

getDistributeUserEvaluation

public DistributeUserEvaluation getDistributeUserEvaluation()

setDistributeUserEvaluation

public void setDistributeUserEvaluation(DistributeUserEvaluation distributeUserEvaluation)

getEvaluationModel

public EvaluationModels getEvaluationModel()

setEvaluationModel

public void setEvaluationModel(EvaluationModels evaluationModel)

getMomentum

public double getMomentum()

setMomentum

public void setMomentum(double momentum)

getLearningRate

public double getLearningRate()

setLearningRate

public void setLearningRate(double learningRate)

getHiddenLayers

public java.lang.String getHiddenLayers()

getArchitecturalMLPHiddenLayers

public java.lang.String getArchitecturalMLPHiddenLayers()

setHiddenLayers

public void setHiddenLayers(java.lang.String hiddenLayers)

getArchitecturalArffExecution

public ArffExecution getArchitecturalArffExecution()

setArchitecturalArffExecution

public void setArchitecturalArffExecution(ArffExecution architecturalArffExecution)

getEvaluatedElements

public java.util.List<Element> getEvaluatedElements()

setEvaluatedElements

public void setEvaluatedElements(java.util.List<Element> evaluatedElements)

addInteraction

public void addInteraction(OPLASolutionSet offspringPopulation)

getArchitecturalMLP

public weka.classifiers.functions.MultilayerPerceptron getArchitecturalMLP()

setArchitecturalMLP

public void setArchitecturalMLP(weka.classifiers.functions.MultilayerPerceptron architecturalMLP)

getInteractions

public java.util.List<OPLASolutionSet> getInteractions()

setInteractions

public void setInteractions(java.util.List<OPLASolutionSet> interactions)

isTrained

public boolean isTrained()

setTrained

public void setTrained(boolean trained)