MOEA Framework 2.12
API Specification

Package org.moeaframework.analysis.sensitivity

Utilities for analyzing an algorithm using control maps and sensitivity analysis.

See:
          Description

Interface Summary
OutputWriter Writes output files.
 

Class Summary
Analysis Command line utility for calculating the best, probability of attainment, efficiency and controllability metrics.
DetailedEvaluator Command line utility for evaluating an algorithm using many parameterizations.
EpsilonHelper Provides ε values for algorithms using ε-dominance archives on the standard test problems.
Evaluator Command line utility for evaluating an algorithm using many parameterizations.
ExtractData Command line utility for extracting data from a result file.
MetricFileReader Reader for metric files produced by MetricFileWriter.
MetricFileWriter Writes metric files.
Negater Command line utility for negating objective values in result files.
Parameter Defines a parameter.
ParameterFile Loads the parameters in a parameter file.
ProblemStub A problem stub with a defined number of objectives, but no decision variables or constraints.
ResultEntry An entry in a result file.
ResultFileEvaluator Command line utility for evaluating the approximation sets stored in a result file and computing its metric file.
ResultFileInfo Command line utility for counting the number of entries in a result file.
ResultFileMerger Command line utility for merging the approximation sets stored in one or more result files.
ResultFileReader Reads result files created by ResultFileWriter.
ResultFileSeedMerger Command line utility for merging the approximation sets in one or more result files across the seeds.
ResultFileWriter Writes result files.
SampleGenerator Command line utility for producing randomly-generated parameters for use by the Evaluator or DetailedEvaluator.
SampleReader Reads the parameter samples from the output of SampleGenerator.
SetContribution Command line utility for reporting the number of solutions in a set that are contained within a reference set.
SetGenerator Command line utility for generating reference sets for a given problem.
SetHypervolume Command line utility for calculating the hypervolume of approximation sets.
SimpleStatistics Command line utility for computing statistics across multiple data files.
SobolAnalysis Global sensitivity analysis of blackbox model output using Saltelli's improved Sobol' global variance decomposition procedure.
 

Package org.moeaframework.analysis.sensitivity Description

Utilities for analyzing an algorithm using control maps and sensitivity analysis. These utilities are currently only configured to work on real-valued problems. Academic works which use this package should cite the referenced article below.

References:

  1. Hadka, D. and Reed, P. "Diagnostic Assessment of Search Controls and Failure Modes in Many-Objective Evolutionary Optimization." Evolutionary Computation, 20(3):423-452.


MOEA Framework 2.12
API Specification

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