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.
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.
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.