public class ZDTScalabilityIStudy
extends Object
Example of experimental study based on solving the ZDT1 problem but using five different number
of variables. This can be interesting to study the behaviour of the algorithms when solving an
scalable problem (in the number of variables). The used algorithms are NSGA-II, SPEA2 and SMPSO.
This experiment assumes that the reference Pareto front is of problem ZDT1 is known and that
there is a file called ZDT1.pf containing it.
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