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.

 

 Abbreviations
 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

 

source.zip

 

(paper, m)

NLP 2 2 0  

Poloni

 

source.zip

 

(Wiki, py)

NLP

2

2

0

 

ZDT3

 

source.zip

 

(Wiki, c)

NLP

2

4

0

FES2

 

source.zip

 

(paper, f)

NLP

3

2

0

FES3

 

source.zip

 

(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

 

source.zip

 

(GAMS, f)

MINLPc 22 17 23

Ravem

 

source.zip

 

(GAMS, f)

MINLPc 162 112 186