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dc.contributor.authorMirjalili, SM
dc.contributor.authorMirjalili, S
dc.contributor.authorMirjalili, SZ
dc.date.accessioned2018-08-24T04:54:38Z
dc.date.available2018-08-24T04:54:38Z
dc.date.issued2015
dc.identifier.issn0013-5194
dc.identifier.doi10.1049/el.2015.1679
dc.identifier.urihttp://hdl.handle.net/10072/380096
dc.description.abstractThe use of multi-objective optimisation techniques in the field of artificial intelligence for designing photonic crystal (PhC) light-emitting diodes (LEDs) is proposed. The extraction ratio and Purcell factor are first identified and considered as the main objectives when designing such LEDs. These two objectives are then optimised simultaneously even though both are in conflict. The proposed method is developed within a framework and applied to a case study. A comparative study shows that the optimised PhC LEDs completely outperform current works in the literature. These results are obtained by just tuning the PhC structural parameters, which can be considered as a substantial achievement in this field.
dc.description.peerreviewedYes
dc.languageEnglish
dc.language.isoeng
dc.publisherInstitution of Engineering and Technology (IET)
dc.relation.ispartofpagefrom1437
dc.relation.ispartofpageto1439
dc.relation.ispartofissue18
dc.relation.ispartofjournalElectronics Letters
dc.relation.ispartofvolume51
dc.subject.fieldofresearchArtificial intelligence not elsewhere classified
dc.subject.fieldofresearchCommunications engineering
dc.subject.fieldofresearchElectronics, sensors and digital hardware
dc.subject.fieldofresearchcode460299
dc.subject.fieldofresearchcode4006
dc.subject.fieldofresearchcode4009
dc.titleHow to design photonic crystal LEDs with artificial intelligence techniques
dc.typeJournal article
dc.type.descriptionC1 - Articles
dc.type.codeC - Journal Articles
gro.hasfulltextNo Full Text
gro.griffith.authorMirjalili, Seyedali


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