A Robust Evolvable System for the Synthesis of Analog Circuits

This paper presents a group of evolutionary mechanisms for the design of analog circuits, embedded on a genetic algorithm that performs the synthesis of an analog filter. The algorithm interacts with SPICE, to evaluate the fitness of evolved circuits. In order to model an analog circuit, a linear re...

Descripción completa

Detalles Bibliográficos
Autores: Aurora Torres Soto, Eunice E. Ponce de León Sentí, Arturo Hernández Aguirre, María Dolores Torres Soto, Elva Díaz Díaz
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2010
País:México
Institución:Universidad Autónoma de Aguascalientes
Repositorio:Redalyc-UAA
OAI Identifier:oai:redalyc.org:61519183005
Acceso en línea:https://www.redalyc.org/articulo.oa?id=61519183005
Access Level:acceso abierto
Palabra clave:Computación
SPICE Simulation
Genetic Algorithm
Analog Filter Design
Analog Circuit Synthesis
id MX_cb10d1948a1dc666cdcf16c67a2ea91d
oai_identifier_str oai:redalyc.org:61519183005
network_acronym_str MX
network_name_str México
repository_id_str
spelling A Robust Evolvable System for the Synthesis of Analog CircuitsAurora Torres SotoEunice E. Ponce de León SentíArturo Hernández AguirreMaría Dolores Torres SotoElva Díaz DíazComputaciónSPICE SimulationGenetic AlgorithmAnalog Filter DesignAnalog Circuit SynthesisThis paper presents a group of evolutionary mechanisms for the design of analog circuits, embedded on a genetic algorithm that performs the synthesis of an analog filter. The algorithm interacts with SPICE, to evaluate the fitness of evolved circuits. In order to model an analog circuit, a linear representation is introduced and its corresponding reproduction operators that preserve the valid topological analog circuit class closed. The novelty of this paper consists of the use of a linear representation in combination with the generation mechanism and closed operators that keep the non SPICE simulable circuits below one percent. Furthermore, the concept of preferred values is used into the generation mechanism and genetic operators in order to reduce the gap between the real circuits and the evolvable ones. The performance of the system at designing passive low pass filter is discussed and experiments performed show its efficiency.Instituto Politécnico Nacional2010info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdf1405-5546https://www.redalyc.org/articulo.oa?id=61519183005Computación y Sistemas (México) Num.4 Vol.13reponame:Redalyc-UAAinstname:Universidad Autónoma de Aguascalientesinstacron:UAAenhttp://www.redalyc.org/revista.oa?id=615Computación y Sistemasinfo:eu-repo/semantics/openAccessoai:redalyc.org:615191830052024-08-23T16:28:34Z
dc.title.none.fl_str_mv A Robust Evolvable System for the Synthesis of Analog Circuits
title A Robust Evolvable System for the Synthesis of Analog Circuits
spellingShingle A Robust Evolvable System for the Synthesis of Analog Circuits
Aurora Torres Soto
Computación
SPICE Simulation
Genetic Algorithm
Analog Filter Design
Analog Circuit Synthesis
title_short A Robust Evolvable System for the Synthesis of Analog Circuits
title_full A Robust Evolvable System for the Synthesis of Analog Circuits
title_fullStr A Robust Evolvable System for the Synthesis of Analog Circuits
title_full_unstemmed A Robust Evolvable System for the Synthesis of Analog Circuits
title_sort A Robust Evolvable System for the Synthesis of Analog Circuits
dc.creator.none.fl_str_mv Aurora Torres Soto
Eunice E. Ponce de León Sentí
Arturo Hernández Aguirre
María Dolores Torres Soto
Elva Díaz Díaz
author Aurora Torres Soto
author_facet Aurora Torres Soto
Eunice E. Ponce de León Sentí
Arturo Hernández Aguirre
María Dolores Torres Soto
Elva Díaz Díaz
author_role author
author2 Eunice E. Ponce de León Sentí
Arturo Hernández Aguirre
María Dolores Torres Soto
Elva Díaz Díaz
author2_role author
author
author
author
dc.subject.none.fl_str_mv Computación
SPICE Simulation
Genetic Algorithm
Analog Filter Design
Analog Circuit Synthesis
topic Computación
SPICE Simulation
Genetic Algorithm
Analog Filter Design
Analog Circuit Synthesis
description This paper presents a group of evolutionary mechanisms for the design of analog circuits, embedded on a genetic algorithm that performs the synthesis of an analog filter. The algorithm interacts with SPICE, to evaluate the fitness of evolved circuits. In order to model an analog circuit, a linear representation is introduced and its corresponding reproduction operators that preserve the valid topological analog circuit class closed. The novelty of this paper consists of the use of a linear representation in combination with the generation mechanism and closed operators that keep the non SPICE simulable circuits below one percent. Furthermore, the concept of preferred values is used into the generation mechanism and genetic operators in order to reduce the gap between the real circuits and the evolvable ones. The performance of the system at designing passive low pass filter is discussed and experiments performed show its efficiency.
publishDate 2010
dc.date.none.fl_str_mv 2010
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv 1405-5546
https://www.redalyc.org/articulo.oa?id=61519183005
identifier_str_mv 1405-5546
url https://www.redalyc.org/articulo.oa?id=61519183005
dc.language.none.fl_str_mv en
language_invalid_str_mv en
dc.relation.none.fl_str_mv http://www.redalyc.org/revista.oa?id=615
dc.rights.none.fl_str_mv Computación y Sistemas
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Computación y Sistemas
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Instituto Politécnico Nacional
publisher.none.fl_str_mv Instituto Politécnico Nacional
dc.source.none.fl_str_mv Computación y Sistemas (México) Num.4 Vol.13
reponame:Redalyc-UAA
instname:Universidad Autónoma de Aguascalientes
instacron:UAA
instname_str Universidad Autónoma de Aguascalientes
instacron_str UAA
institution UAA
reponame_str Redalyc-UAA
collection Redalyc-UAA
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1858176993070153728
score 15,812429

Similares en LA Referencia