Package org.moeaframework.analysis.tools

package org.moeaframework.analysis.tools
Command line tools for evaluating MOEAs and analyzing results. Most of these tools are designed for producing control maps and performing sensitivity analysis on parameters. These are largely based on the paper cited 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, 2012.
  • Classes
    Class
    Description
    CalculateIndicator
    Command line utility for calculating an indicator on approximation sets.
    EndOfRunEvaluator
    Command line utility for evaluating an algorithm using many parameterizations.
    Initialize
    Command line utility to help setup the MOEA Framework on the host system.
    Main
    Entry point to access all command line tools.
    MetricsAnalysis
    Command line utility for calculating the best, probability of attainment, efficiency and controllability metrics.
    MetricsEvaluator
    Command line utility for evaluating the approximation sets stored in a result file and computing its metric file.
    MetricsValidator
    Command line utility for validating the contents of a metrics file.
    ReferenceSetGenerator
    Command line utility for generating reference sets for a given problem.
    ResultFileConverter
    Converts a result file into a different file format, such as CSV, Markdown, Latex, ARFF, etc.
    ResultFileMerger
    Command line utility for merging the approximation sets stored in one or more result files.
    ResultFileMetadata
    Command line utility for extracting metadata from a result file.
    ResultFileSeedMerger
    Command line utility for merging the approximation sets in one or more result files across the seeds.
    ResultFileValidator
    Command line utility for validating the contents of a result file.
    ResultFileViewer
    Command line utility for visualizing the content of result files.
    RuntimeEvaluator
    Command line utility for evaluating an algorithm using many parameterizations.
    SampleGenerator
    Command line utility for producing randomly-generated parameters for use by the EndOfRunEvaluator or RuntimeEvaluator.
    SobolAnalysis
    Global sensitivity analysis of blackbox model output using Saltelli's improved Sobol' global variance decomposition procedure.
    Solve
    Command line utility for solving an optimization problem using any of the supported optimization algorithms.
    WeightGenerator
    Outputs weights produced by a weight generator.