Impact of designer knowledge in the interactive evolutionary optimisation of analogue CMOS ICs by using iMTGSPICE

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dc.contributor.authorMoreto R.A.L.
dc.contributor.authorThomaz C.E.
dc.contributor.authorGimenez S.P.
dc.date.accessioned2019-08-19T23:45:26Z
dc.date.available2019-08-19T23:45:26Z
dc.date.issued2019
dc.description.abstract© The Institution of Engineering and Technology 2019.This Letter describes an innovative interactive evolutionary computational tool to optimise robust analogue complementary metal-oxide-semiconductor (CMOS) integrated circuits (ICs), by using genetic algorithm, entitled iMTGSPICE. The main results demonstrate that the iMTGSPICE is able to reduce the optimisation cycle times of designs of robust single-ended single-stage and Miller operational transconductance amplifiers (OTAs) in up to 93.9% in comparison to the non-interactive optimisation process. Moreover, the iMTGSPICE is capable of reducing the influence of the knowledge levels of the analogue CMOS ICs designers (experts and non-experts) to obtain robust potential solutions (maximum error of 0.5% for the Miller OTA).
dc.description.firstpage16
dc.description.issuenumber1
dc.description.lastpage18
dc.description.volume55
dc.identifier.citationMORETO, R.A.L.; THOMAZ, C.E.; GIMENEZ, S.P.. Impact of designer knowledge in the interactive evolutionary optimisation of analogue CMOS ICs by using iMTGSPICE. ELECTRONICS LETTERS, v. 55, n. 1, p. 16-18, 2019.
dc.identifier.doi10.1049/el.2018.6840
dc.identifier.issn0013-5194
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/1280
dc.relation.ispartofElectronics Letters
dc.rightsAcesso Aberto
dc.titleImpact of designer knowledge in the interactive evolutionary optimisation of analogue CMOS ICs by using iMTGSPICE
dc.typeArtigo
fei.scopus.citations5
fei.scopus.eid2-s2.0-85059696758
fei.scopus.subjectComplementary metal-oxide-semiconductor (CMOS) integrated circuit
fei.scopus.subjectComputational tools
fei.scopus.subjectEvolutionary optimisation
fei.scopus.subjectKnowledge level
fei.scopus.subjectMaximum error
fei.scopus.subjectOptimisations
fei.scopus.subjectSingle stage
fei.scopus.subjectSingle-ended
fei.scopus.updated2024-05-01
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85059696758&origin=inward
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