Evolutionary Optimization Techniques in Analog Integrated Circuit Designs

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dc.contributor.authorHoang, Trang
dc.contributor.authorBui, Bao Quoc
dc.contributor.authorNguyen, Hoang Trong
dc.contributor.authorTon, Phuc That Bao
dc.coverage.issue2cs
dc.coverage.volume29cs
dc.date.accessioned2024-01-11T09:48:06Z
dc.date.available2024-01-11T09:48:06Z
dc.date.issued2023-12-31cs
dc.description.abstractThe proposed genetic algorithm (GA) and particle swarm optimization (PSO) applied for the optimal design of a one-stage operational amplifier circuit with a current mirror load are studied in this work. The sizes of transistors are optimized using the proposed GA and PSO for improved areas and performance parameters of the circuit. A number of performance parameters are collected from the data set created by GA and PSO to optimize the size of transistors and other design parameters. The Spectre simulator is chosen for the simulation of circuit parameters to obtain necessary for the GA and PSO algorithm. Post-optimization results justify that the proposed GA and PSO methods are competitive with differential evolution regarding convergence speed, design specifications, and the optimal CMOS one-stage operational amplifier circuit parameters.en
dc.formattextcs
dc.format.extent245-254cs
dc.format.mimetypeapplication/pdfen
dc.identifier.citationMendel. 2023 vol. 29, č. 2, s. 245-254. ISSN 1803-3814cs
dc.identifier.doi10.13164/mendel.2023.2.245en
dc.identifier.issn2571-3701
dc.identifier.issn1803-3814
dc.identifier.urihttps://hdl.handle.net/11012/244252
dc.language.isoencs
dc.publisherInstitute of Automation and Computer Science, Brno University of Technologycs
dc.relation.ispartofMendelcs
dc.relation.urihttps://mendel-journal.org/index.php/mendel/article/view/261cs
dc.rightsCreative Commons Attribution-NonCommercial-ShareAlike 4.0 International licenseen
dc.rights.accessopenAccessen
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0en
dc.subjectOptimizationen
dc.subjectAnalog Integrated Circuit (IC) Designen
dc.subjectGAen
dc.subjectPSOen
dc.subjectOne-stage Operational Amplifieren
dc.subjectLow-power Designen
dc.titleEvolutionary Optimization Techniques in Analog Integrated Circuit Designsen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.affiliatedInstitution.facultyFakulta strojního inženýrstvícs
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Vol. 29, No. 2