Performance assessment of meta-PSO on EM optimization problems

S. Selleri; M. Mussetta; P. Pirinoli; R. E. Zich; Ladislau Matekovits

doi:10.1109/CCE.2008.4578989

Performance assessment of meta-PSO on EM optimization problems

S. Selleri^*, M. Mussetta, P. Pirinoli, R. E. Zich, Ladislau Matekovits

^*Corresponding author for this work

School of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

Abstract

Meta-PSO has been recently developed as an enhancement of the Particle Swarm Optimization (PSO) method and it has been proposed to be applied to different electromagnetic optimization problems. Because of the complexity of this kind of problems, the associated cost function is in general computationally expensive. A fast convergence of the optimization algorithm is hence required to attain results in short time. The variations proposed over the standard algorithm, referred to as Undifferentiated and Differentiated Meta-PSO, aimed to enhance the global search capability, and to improve the algorithm convergence, are introduced. In order to assess their effectiveness, the different techniques have been applied the optimization of a planar array.

Original language	English
Title of host publication	HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	370-373
Number of pages	4
ISBN (Electronic)	9781424424269
ISBN (Print)	9781424424252
DOIs	https://doi.org/10.1109/CCE.2008.4578989
Publication status	Published - 2008
Event	HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics - Hoi an, Viet Nam Duration: 4 Jun 2008 → 6 Jun 2008

Other

Other	HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics
Country/Territory	Viet Nam
City	Hoi an
Period	4/06/08 → 6/06/08

Keywords

Arrays
Optimization
Particle swarm

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10.1109/CCE.2008.4578989

Cite this

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title = "Performance assessment of meta-PSO on EM optimization problems",

abstract = "Meta-PSO has been recently developed as an enhancement of the Particle Swarm Optimization (PSO) method and it has been proposed to be applied to different electromagnetic optimization problems. Because of the complexity of this kind of problems, the associated cost function is in general computationally expensive. A fast convergence of the optimization algorithm is hence required to attain results in short time. The variations proposed over the standard algorithm, referred to as Undifferentiated and Differentiated Meta-PSO, aimed to enhance the global search capability, and to improve the algorithm convergence, are introduced. In order to assess their effectiveness, the different techniques have been applied the optimization of a planar array.",

keywords = "Arrays, Optimization, Particle swarm",

author = "S. Selleri and M. Mussetta and P. Pirinoli and Zich, {R. E.} and Ladislau Matekovits",

year = "2008",

doi = "10.1109/CCE.2008.4578989",

language = "English",

isbn = "9781424424252",

pages = "370--373",

booktitle = "HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

note = "HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics ; Conference date: 04-06-2008 Through 06-06-2008",

}

Selleri, S, Mussetta, M, Pirinoli, P, Zich, RE & Matekovits, L 2008, Performance assessment of meta-PSO on EM optimization problems. in HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics., 4578989, Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, pp. 370-373, HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics, Hoi an, Viet Nam, 4/06/08. https://doi.org/10.1109/CCE.2008.4578989

Performance assessment of meta-PSO on EM optimization problems. / Selleri, S.; Mussetta, M.; Pirinoli, P. et al.
HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2008. p. 370-373 4578989.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

TY - GEN

T1 - Performance assessment of meta-PSO on EM optimization problems

AU - Selleri, S.

AU - Mussetta, M.

AU - Pirinoli, P.

AU - Zich, R. E.

AU - Matekovits, Ladislau

PY - 2008

Y1 - 2008

N2 - Meta-PSO has been recently developed as an enhancement of the Particle Swarm Optimization (PSO) method and it has been proposed to be applied to different electromagnetic optimization problems. Because of the complexity of this kind of problems, the associated cost function is in general computationally expensive. A fast convergence of the optimization algorithm is hence required to attain results in short time. The variations proposed over the standard algorithm, referred to as Undifferentiated and Differentiated Meta-PSO, aimed to enhance the global search capability, and to improve the algorithm convergence, are introduced. In order to assess their effectiveness, the different techniques have been applied the optimization of a planar array.

AB - Meta-PSO has been recently developed as an enhancement of the Particle Swarm Optimization (PSO) method and it has been proposed to be applied to different electromagnetic optimization problems. Because of the complexity of this kind of problems, the associated cost function is in general computationally expensive. A fast convergence of the optimization algorithm is hence required to attain results in short time. The variations proposed over the standard algorithm, referred to as Undifferentiated and Differentiated Meta-PSO, aimed to enhance the global search capability, and to improve the algorithm convergence, are introduced. In order to assess their effectiveness, the different techniques have been applied the optimization of a planar array.

KW - Arrays

KW - Optimization

KW - Particle swarm

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DO - 10.1109/CCE.2008.4578989

M3 - Conference proceeding contribution

AN - SCOPUS:51549085009

SN - 9781424424252

SP - 370

EP - 373

BT - HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Piscataway, NJ

T2 - HUT-ICCE 2008 - 2nd International Conference on Communications and Electronics

Y2 - 4 June 2008 through 6 June 2008

ER -

Performance assessment of meta-PSO on EM optimization problems

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