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Article: Simulated-annealing-based genetic algorithm for modeling the optical constants of solids

TitleSimulated-annealing-based genetic algorithm for modeling the optical constants of solids
Authors
KeywordsGenetic Algorithms
Optical Constants
Simulated Annealing
Issue Date1997
PublisherOptical Society of America. The Journal's web site is located at http://ao.osa.org/journal/ao/about.cfm
Citation
Applied Optics, 1997, v. 36 n. 28, p. 7097-7103 How to Cite?
AbstractWe propose a simulated-annealing-based genetic algorithm for solving model parameter estimation problems. The algorithm incorporates advantages of both genetic algorithms and simulated annealing. Tests on computer-generated synthetic data that closely resemble optical constants of a metal were performed to compare the efficiency of plain genetic algorithms against the simulated-annealing-based genetic algorithms. These tests assess the ability of the algorithms to find the global minimum and the accuracy of values obtained for model parameters. Finally, the algorithm with the best performance is used to fit the model dielectric function to data for platinum and aluminum. ©1997 Optical Society of America.
Persistent Identifierhttp://hdl.handle.net/10722/174881
ISSN
2010 Impact Factor: 1.707
References

 

DC FieldValueLanguage
dc.contributor.authorDjurišić, ABen_US
dc.contributor.authorElazar, JMen_US
dc.contributor.authorRakić, ADen_US
dc.date.accessioned2012-11-26T08:47:57Z-
dc.date.available2012-11-26T08:47:57Z-
dc.date.issued1997en_US
dc.identifier.citationApplied Optics, 1997, v. 36 n. 28, p. 7097-7103en_US
dc.identifier.issn0003-6935en_US
dc.identifier.urihttp://hdl.handle.net/10722/174881-
dc.description.abstractWe propose a simulated-annealing-based genetic algorithm for solving model parameter estimation problems. The algorithm incorporates advantages of both genetic algorithms and simulated annealing. Tests on computer-generated synthetic data that closely resemble optical constants of a metal were performed to compare the efficiency of plain genetic algorithms against the simulated-annealing-based genetic algorithms. These tests assess the ability of the algorithms to find the global minimum and the accuracy of values obtained for model parameters. Finally, the algorithm with the best performance is used to fit the model dielectric function to data for platinum and aluminum. ©1997 Optical Society of America.en_US
dc.languageengen_US
dc.publisherOptical Society of America. The Journal's web site is located at http://ao.osa.org/journal/ao/about.cfmen_US
dc.relation.ispartofApplied Opticsen_US
dc.subjectGenetic Algorithmsen_US
dc.subjectOptical Constantsen_US
dc.subjectSimulated Annealingen_US
dc.titleSimulated-annealing-based genetic algorithm for modeling the optical constants of solidsen_US
dc.typeArticleen_US
dc.identifier.emailDjurišić, AB: dalek@hku.hken_US
dc.identifier.authorityDjurišić, AB=rp00690en_US
dc.description.naturelink_to_subscribed_fulltexten_US
dc.identifier.scopuseid_2-s2.0-0344336204en_US
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-0344336204&selection=ref&src=s&origin=recordpageen_US
dc.identifier.volume36en_US
dc.identifier.issue28en_US
dc.identifier.spage7097en_US
dc.identifier.epage7103en_US
dc.publisher.placeUnited Statesen_US
dc.identifier.scopusauthoridDjurišić, AB=7004904830en_US
dc.identifier.scopusauthoridElazar, JM=6603681404en_US
dc.identifier.scopusauthoridRakić, AD=35618124100en_US

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