Multi-Objective Benchmarks
Here some advanced examples of MIDACO usage on multi-objective benchmarks is presented (see here for simple examples). For benchmark problems with 4 or less variables, the MIDACO results can be reproduced with the limited version available here. Plots can be reproduced by downloading the source files and launching the PlotTool.exe (24MB) from the same folder, as where the source files are stored. Note that creating plots with many thousands of points can take several minutes to compute.
| Obj | Number of Objectives |
| Var | Number of Variables in Total |
| Con | Number of Constraints in Total |
Multi-objective benchmark problems
|
Name Source (Ref,Lang) |
Type | Obj | Var | Con |
Picture / Video |
|
Far1
(paper, m) |
NLP | 2 | 2 | 0 |  |
|
Poloni
(Wiki, py) |
NLP |
2 |
2 |
0 |
|
|
ZDT3
(Wiki, c) |
NLP |
2 |
4 |
0 |
 |
|
FES2
(paper, f) |
NLP |
3 |
2 |
0 |
 |
|
FES3
(paper, f) |
NLP | 4 | 4 | 0 |  |
|
Cassini1 (ESA) |
NLPc | 2 |
6 | 4 |  |
|
Fonseca (Wiki) |
NLP | 2 |
4 | 0 |  |
|
ZDT2 (Wiki) |
NLP | 2 | 4 | 0 |  |
|
Synthes
(GAMS, f) |
MINLPc | 22 | 17 | 23 |  |
|
Ravem
(GAMS, f) |
MINLPc | 162 | 112 | 186 |  |
