MOEA Framework 2.12
API Specification

org.moeaframework.analysis.sensitivity
Class SobolAnalysis

java.lang.Object
  extended by org.moeaframework.util.CommandLineUtility
      extended by org.moeaframework.analysis.sensitivity.SobolAnalysis

public class SobolAnalysis
extends CommandLineUtility

Global sensitivity analysis of blackbox model output using Saltelli's improved Sobol' global variance decomposition procedure.

The following code was derived and translated from the C code used in the study cited below. Refer to this article for a description of the procedure.

References:

  1. Tang, Y., Reed, P., Wagener, T., and van Werkhoven, K., "Comparing Sensitivity Analysis Methods to Advance Lumped Watershed Model Identification and Evaluation," Hydrology and Earth System Sciences, vol. 11, no. 2, pp. 793-817, 2007.
  2. Saltelli, A., et al. "Global Sensitivity Analysis: The Primer." John Wiley & Sons Ltd, 2008.


Constructor Summary
SobolAnalysis()
          Constructs the command line utility for global sensitivity analysis using Sobol's global variance decomposition based on Saltelli's work.
 
Method Summary
 org.apache.commons.cli.Options getOptions()
          Returns the options made available by this command line utility.
static void main(String[] args)
          Command line utility for global sensitivity analysis using Sobol's global variance decomposition based on Saltelli's work.
 void run(org.apache.commons.cli.CommandLine commandLine)
          Runs this command line utility with the specified command line arguments.
 
Methods inherited from class org.moeaframework.util.CommandLineUtility
getCommandString, setCommandString, start
 
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
 

Constructor Detail

SobolAnalysis

public SobolAnalysis()
Constructs the command line utility for global sensitivity analysis using Sobol's global variance decomposition based on Saltelli's work.

Method Detail

getOptions

public org.apache.commons.cli.Options getOptions()
Description copied from class: CommandLineUtility
Returns the options made available by this command line utility. The base implementation automatically provides the -h,--help option. Implementations overriding this method and begin with a call to super.getOptions().

Overrides:
getOptions in class CommandLineUtility
Returns:
the options made available by this command line utility

run

public void run(org.apache.commons.cli.CommandLine commandLine)
         throws Exception
Description copied from class: CommandLineUtility
Runs this command line utility with the specified command line arguments.

Specified by:
run in class CommandLineUtility
Parameters:
commandLine - the command line arguments
Throws:
Exception

main

public static void main(String[] args)
                 throws Exception
Command line utility for global sensitivity analysis using Sobol's global variance decomposition based on Saltelli's work.

Parameters:
args - the command line arguments
Throws:
Exception - if an error occurred

MOEA Framework 2.12
API Specification

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Licensed under the GNU Lesser General Public License.
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