Millar, A.P., McDonald, D.C. and Diver, D.A. (2000) Genetic algorithms in plasma diagnostic analysis. Plasma Physics and Controlled Fusion, 42(3), 337 -346. (doi: 10.1088/0741-3335/42/3/310)
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Abstract
A novel sophisticated technique for data reduction utilising Bayesian statistics and a genetic algorithm has been developed by the authors. The technique gives superior signal recovery in poor signal-to-noise ratio conditions compared to simple linear least-squares methods. In this paper, the method is discussed along with a detailed case study: the Thomson scattering diagnostic of a magnetically confined plasma.
Item Type: | Articles |
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Status: | Published |
Refereed: | Yes |
Glasgow Author(s) Enlighten ID: | Millar, Dr Alexander and Diver, Professor Declan |
Authors: | Millar, A.P., McDonald, D.C., and Diver, D.A. |
Subjects: | Q Science > QC Physics |
College/School: | College of Science and Engineering > School of Physics and Astronomy |
Journal Name: | Plasma Physics and Controlled Fusion |
Publisher: | Institute of Physics Publishing Ltd. |
ISSN: | 0741-3335 |
ISSN (Online): | 1361-6587 |
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