Detail výsledku

Self-organizing Migrating Algorithm for Optimization with General Number of Objectives

KADLEC, P.; RAIDA, Z. Self-organizing Migrating Algorithm for Optimization with General Number of Objectives. In Proceedings of 22nd International Conference Radioelektronika 2012. Purkyňova 118, 61200 Brno, Czech Republic: Department of Radio Electronics, Brno University of Technology, 2012. p. 111-115. ISBN: 978-80-214-4468-3.
Typ
článek ve sborníku konference
Jazyk
angličtina
Autoři
Kadlec Petr, doc. Ing., Ph.D., UREL (FEKT)
Raida Zbyněk, prof. Dr. Ing., UREL (FEKT)
Abstrakt

The paper deals with an extension of a recent multi-objective self-organizing migrating algorithm (MOSOMA) for problems having general number of objectives. Moreover, we propose an extension of a well-known spread metric which is important for comparing various algorithms. The performance of the MOSOMA, a non-dominated sorting genetic algorithm II (NSGA-II) and a strength Pareto evolutionary algorithm 2 (SPEA2) is compared on a suite of benchmark problems. The application of the MOSOMA algorithm is demonstrated on a dielectric filter design.

Klíčová slova

MOSOMA, multi-objective benchmark problems, multi-objective spread, dielectric layered band-pass filter.

Rok
2012
Strany
111–115
Sborník
Proceedings of 22nd International Conference Radioelektronika 2012
Konference
22nd International Conference Radioelektronika 2012
ISBN
978-80-214-4468-3
Vydavatel
Department of Radio Electronics, Brno University of Technology
Místo
Purkyňova 118, 61200 Brno, Czech Republic
BibTeX 
@inproceedings{BUT91580,
  author="Petr {Kadlec} and Zbyněk {Raida}",
  title="Self-organizing Migrating Algorithm for Optimization with General Number of Objectives",
  booktitle="Proceedings of 22nd International Conference Radioelektronika 2012",
  year="2012",
  pages="111--115",
  publisher="Department of Radio Electronics, Brno University of Technology",
  address="Purkyňova 118, 61200 Brno, Czech Republic",
  isbn="978-80-214-4468-3"
}
Pracoviště
Ústav radioelektroniky (UREL)
Nahoru