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Improved particle swarm optimization (PSO) for performance optimization of electronic filter circuit designs

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Main Authors: Chong, Woon Kien, Neoh, Siew Chin, Dr.
Other Authors: wickjack@gmail.com
Format: Article
Language:English
Published: Trans Tech Publications, Switzerland. 2013
Subjects:
Circuit design
Diversity
High pass filter
Particle swarm optimization
Regrouped particles
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/26621
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spelling my.unimap-266212013-07-13T06:26:03Z Improved particle swarm optimization (PSO) for performance optimization of electronic filter circuit designs Chong, Woon Kien Neoh, Siew Chin, Dr. wickjack@gmail.com scneoh@unimap.edu.my Circuit design Diversity High pass filter Particle swarm optimization Regrouped particles Link to publisher's homepage at http://www.ttp.net/ This article discusses and analyzes particle swarm optimization (PSO) approach in the design and performance optimization of a 4th-order Sallen Key high pass filter. Three types of particle swarm features are studied: basic PSO, PSO with regrouped particles (PSO-RP) and PSO with diversity embedded regrouped particles (PSO-DRP). PSO-RP and PSO-DRP are proposed to solve the stagnation problem of basic PSO. Based on the developed PSO approaches, LTspice is employed as the circuit simulator for the performance investigation of the designed filter. In this paper, 12 design parameters of the Sallen Key high pass filter are optimized to satisfy the required constraints and specifications on gain, cut-off frequency, and pass band ripples. Overall results show that PSO with diversity embedded regrouped particles improve the conventional search of basic PSO and has managed to achieve the design objectives. 2013-07-13T00:41:00Z 2013-07-13T00:41:00Z 2012 Article Applied Mechanics and Materials, vol. 229-231, 2012, pages 1643-1650 1660-9336 http://www.scientific.net/AMM.229-231.1643 http://hdl.handle.net/123456789/26621 en Trans Tech Publications, Switzerland.
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Circuit design
Diversity
High pass filter
Particle swarm optimization
Regrouped particles
spellingShingle Circuit design
Diversity
High pass filter
Particle swarm optimization
Regrouped particles
Chong, Woon Kien
Neoh, Siew Chin, Dr.
Improved particle swarm optimization (PSO) for performance optimization of electronic filter circuit designs
description Link to publisher's homepage at http://www.ttp.net/
author2 wickjack@gmail.com
author_facet wickjack@gmail.com
Chong, Woon Kien
Neoh, Siew Chin, Dr.
format Article
author Chong, Woon Kien
Neoh, Siew Chin, Dr.
author_sort Chong, Woon Kien
title Improved particle swarm optimization (PSO) for performance optimization of electronic filter circuit designs
title_short Improved particle swarm optimization (PSO) for performance optimization of electronic filter circuit designs
title_full Improved particle swarm optimization (PSO) for performance optimization of electronic filter circuit designs
title_fullStr Improved particle swarm optimization (PSO) for performance optimization of electronic filter circuit designs
title_full_unstemmed Improved particle swarm optimization (PSO) for performance optimization of electronic filter circuit designs
title_sort improved particle swarm optimization (pso) for performance optimization of electronic filter circuit designs
publisher Trans Tech Publications, Switzerland.
publishDate 2013
url http://dspace.unimap.edu.my/xmlui/handle/123456789/26621
_version_ 1643795003908030464
score 13.222552

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