Name
Title | ||
|---|---|---|
Characterization of constrained continuous multiobjective optimization problems: A feature space perspective |
Abstract | ||
|---|---|---|
•Landscape analysis is extended to constrained multiobjective optimization.•New landscape features are derived to facilitate problem characterization.•Test suites of constrained multiobjective optimization problems are thoroughly analyzed.•Artificial test problems fail to fully represent real-world problem characteristics.•The main source of complexity in artificial test problems is violation multimodality. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.ins.2022.05.106 | Information Sciences |
Keywords | DocType | Volume |
Constrained multiobjective optimization,Problem landscape,Exploratory landscape analysis,Test problem,Benchmarking | Journal | 607 |
ISSN | Citations | PageRank |
0020-0255 | 0 | 0.34 |
References | Authors | |
2 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Aljosa Vodopija | 1 | 0 | 1.69 |
| Tea Tusar | 2 | 181 | 19.91 |
| Bogdan Filipic | 3 | 361 | 26.93 |