public class DTLZStudy
extends Object
Example of experimental study based on solving the problems (configured with 3 objectives) with the algorithms
NSGAII, SPEA2, and SMPSO
This experiment assumes that the reference Pareto front are known and stored in files whose names are different
from the default name expected for every problem. While the default would be "problem_name.pf" (e.g. DTLZ1.pf),
the references are stored in files following the nomenclature "problem_name.3D.pf" (e.g. DTLZ1.3D.pf). This is
indicated when creating the ExperimentProblem instance of each of the evaluated poblems by using the method
changeReferenceFrontTo()
Six quality indicators are used for performance assessment.
The steps to carry out the experiment are: 1. Configure the experiment 2. Execute the algorithms
3. Compute que quality indicators 4. Generate Latex tables reporting means and medians 5.
Generate R scripts to produce latex tables with the result of applying the Wilcoxon Rank Sum Test
6. Generate Latex tables with the ranking obtained by applying the Friedman test 7. Generate R
scripts to obtain boxplots