Improved particle swarm optimization (PSO) for performance optimization of electronic filter circuit designs
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Trans Tech Publications, Switzerland.
2013
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| Online Access: | http://dspace.unimap.edu.my/xmlui/handle/123456789/26621 |
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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. |
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Universiti Malaysia Perlis |
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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 |