Result Details
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.
Type
conference paper
Language
English
Authors
Kadlec Petr, doc. Ing., Ph.D., UREL (FEEC)
Raida Zbyněk, prof. Dr. Ing., UREL (FEEC)
Raida Zbyněk, prof. Dr. Ing., UREL (FEEC)
Abstract
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.
Keywords
MOSOMA, multi-objective benchmark problems, multi-objective spread, dielectric layered band-pass filter.
Published
2012
Pages
111–115
Proceedings
Proceedings of 22nd International Conference Radioelektronika 2012
Conference
22nd International Conference Radioelektronika 2012
ISBN
978-80-214-4468-3
Publisher
Department of Radio Electronics, Brno University of Technology
Place
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"
}
Departments