Detail publikace

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

KADLEC, P. RAIDA, Z.

Originální název

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

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální 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.

Autoři

KADLEC, P.; RAIDA, Z.

Rok RIV

2012

Vydáno

17. 4. 2012

Nakladatel

Department of Radio Electronics, Brno University of Technology

Místo

Purkyňova 118, 61200 Brno, Czech Republic

ISBN

978-80-214-4468-3

Kniha

Proceedings of 22nd International Conference Radioelektronika 2012

Strany od

111

Strany do

115

Strany počet

5

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"
}