Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization

In this article it is proposed to solve the mathematical model of a non-linear electronic circuit using Particle Swarm Optimization (PSO), as an alternative to the traditional numerical methods. A simple test circuit, comprising one current source, two linear resistors and a diode, was used as an il...

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Autores:
Amaya, Iván
Cruz, Jorge
Correa, Rodrigo
Tipo de recurso:
Article of journal
Fecha de publicación:
2012
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/33678
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/33678
http://bdigital.unal.edu.co/23758/
Palabra clave:
Particle Swarm Optimization
mathematical model
non-linear electronic circuit
direct current
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Amaya, Iván26796d1a-0895-4f38-9148-2b2c06596858300Cruz, Jorge99ea9935-81cf-40b0-a8f7-8dfa73e595c9300Correa, Rodrigo45253210-6ef4-4d6f-acb1-0c37bb9874243002019-06-27T23:01:37Z2019-06-27T23:01:37Z2012https://repositorio.unal.edu.co/handle/unal/33678http://bdigital.unal.edu.co/23758/In this article it is proposed to solve the mathematical model of a non-linear electronic circuit using Particle Swarm Optimization (PSO), as an alternative to the traditional numerical methods. A simple test circuit, comprising one current source, two linear resistors and a diode, was used as an illustrative example. Afterwards, a more complex one, comprising one current source, four resistors and two diodes, was implemented. Based on the simulations results, it was concluded that PSO is a viable choice for solving this type of systems.application/pdfspaUniversidad Nacional de Colombia Sede Medellínhttp://revistas.unal.edu.co/index.php/dyna/article/view/20803Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaDyna; Vol. 79, núm. 172 (2012); 77-84 DYNA; Vol. 79, núm. 172 (2012); 77-84 2346-2183 0012-7353Amaya, Iván and Cruz, Jorge and Correa, Rodrigo (2012) Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization. Dyna; Vol. 79, núm. 172 (2012); 77-84 DYNA; Vol. 79, núm. 172 (2012); 77-84 2346-2183 0012-7353 .Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimizationArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTParticle Swarm Optimizationmathematical modelnon-linear electronic circuitdirect currentORIGINAL20803-157966-1-PB.htmltext/html35132https://repositorio.unal.edu.co/bitstream/unal/33678/1/20803-157966-1-PB.htmle2d91e6ac1668e0782da6ee8370371aaMD5120803-106535-1-PB.pdfapplication/pdf753397https://repositorio.unal.edu.co/bitstream/unal/33678/2/20803-106535-1-PB.pdf8debdeb36964bec3c4a4a08f8840be50MD52THUMBNAIL20803-106535-1-PB.pdf.jpg20803-106535-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg8793https://repositorio.unal.edu.co/bitstream/unal/33678/3/20803-106535-1-PB.pdf.jpg3cf6b50c97a4989a30c558d769575c6dMD53unal/33678oai:repositorio.unal.edu.co:unal/336782023-12-23 23:05:25.89Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization
title Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization
spellingShingle Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization
Particle Swarm Optimization
mathematical model
non-linear electronic circuit
direct current
title_short Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization
title_full Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization
title_fullStr Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization
title_full_unstemmed Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization
title_sort Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization
dc.creator.fl_str_mv Amaya, Iván
Cruz, Jorge
Correa, Rodrigo
dc.contributor.author.spa.fl_str_mv Amaya, Iván
Cruz, Jorge
Correa, Rodrigo
dc.subject.proposal.spa.fl_str_mv Particle Swarm Optimization
mathematical model
non-linear electronic circuit
direct current
topic Particle Swarm Optimization
mathematical model
non-linear electronic circuit
direct current
description In this article it is proposed to solve the mathematical model of a non-linear electronic circuit using Particle Swarm Optimization (PSO), as an alternative to the traditional numerical methods. A simple test circuit, comprising one current source, two linear resistors and a diode, was used as an illustrative example. Afterwards, a more complex one, comprising one current source, four resistors and two diodes, was implemented. Based on the simulations results, it was concluded that PSO is a viable choice for solving this type of systems.
publishDate 2012
dc.date.issued.spa.fl_str_mv 2012
dc.date.accessioned.spa.fl_str_mv 2019-06-27T23:01:37Z
dc.date.available.spa.fl_str_mv 2019-06-27T23:01:37Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/23758/
url https://repositorio.unal.edu.co/handle/unal/33678
http://bdigital.unal.edu.co/23758/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.spa.fl_str_mv http://revistas.unal.edu.co/index.php/dyna/article/view/20803
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Dyna
Dyna
dc.relation.ispartofseries.none.fl_str_mv Dyna; Vol. 79, núm. 172 (2012); 77-84 DYNA; Vol. 79, núm. 172 (2012); 77-84 2346-2183 0012-7353
dc.relation.references.spa.fl_str_mv Amaya, Iván and Cruz, Jorge and Correa, Rodrigo (2012) Solution of the mathematical model of a nonlinear direct current circuit using particle swarm optimization. Dyna; Vol. 79, núm. 172 (2012); 77-84 DYNA; Vol. 79, núm. 172 (2012); 77-84 2346-2183 0012-7353 .
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
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dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia Sede Medellín
institution Universidad Nacional de Colombia
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