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Authors: Leandro dos Santos Coelho 1 ; Emerson Hochsteiner de Vasconcelos Segundo 2 ; Fabio Alessandro Guerra 3 and Viviana Cocco Mariani 1

Affiliations: 1 Pontifical Catholic University of Parana and Federal University of Parana (UFPR), Brazil ; 2 Pontifical Catholic University of Parana, Brazil ; 3 Institute of Technology for Development, Brazil

Keyword(s): Metaheuristics, Particle Swarm Optimization, Quantum Mechanics, Circular Antenna Array Design.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Soft Computing ; Swarm/Collective Intelligence

Abstract: The classical particle swarm optimization (PSO) algorithm is inspired on biological behaviors such as the social behavior of bird flocking and fish schooling. In this context, many significant improvements related the updating formulas and new operators have been proposed to improve the performance of the PSO algorithm in the literature. On the other hand, recently, as an alternative to the classical PSO, a quantum-behaved particle swarm optimization (QPSO) algorithm was proposed. The contribution of this paper is linked with a modified QPSO based on beta probability distribution and mutation differential operator. The effectiveness of the proposed modified QPSO algorithm is demonstrated by solving three kinds of optimization problems including two benchmark functions and a circular antenna design problem.

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Paper citation in several formats:
dos Santos Coelho, L.; Hochsteiner de Vasconcelos Segundo, E.; Alessandro Guerra, F. and Cocco Mariani, V. (2014). A Differential Beta Quantum-behaved Particle Swarm Optimization for Circular Antenna Array Design. In Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2014) - ECTA; ISBN 978-989-758-052-9, SciTePress, pages 192-197. DOI: 10.5220/0005070201920197

@conference{ecta14,
author={Leandro {dos Santos Coelho}. and Emerson {Hochsteiner de Vasconcelos Segundo}. and Fabio {Alessandro Guerra}. and Viviana {Cocco Mariani}.},
title={A Differential Beta Quantum-behaved Particle Swarm Optimization for Circular Antenna Array Design},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2014) - ECTA},
year={2014},
pages={192-197},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005070201920197},
isbn={978-989-758-052-9},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications (IJCCI 2014) - ECTA
TI - A Differential Beta Quantum-behaved Particle Swarm Optimization for Circular Antenna Array Design
SN - 978-989-758-052-9
AU - dos Santos Coelho, L.
AU - Hochsteiner de Vasconcelos Segundo, E.
AU - Alessandro Guerra, F.
AU - Cocco Mariani, V.
PY - 2014
SP - 192
EP - 197
DO - 10.5220/0005070201920197
PB - SciTePress

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