public class NSGAIIStudy2
extends Object
Example of experimental study based on solving the ZDT problems with four versions of NSGA-II,
each of them applying a different crossover probability (from 0.7 to 1.0).
This experiment assumes that the reference Pareto front are not known, so the names of files
containing them and the directory where they are located must be specified.
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. Generate the reference Pareto fronts 4. Compute the quality indicators 5. Generate Latex
tables reporting means and medians 6. Generate Latex tables with the result of applying the
Wilcoxon Rank Sum Test 7. Generate Latex tables with the ranking obtained by applying the
Friedman test 8. Generate R scripts to obtain boxplots
- Author:
- Antonio J. Nebro