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Genetic algorithms in plasma diagnostic analysis

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. ISSN 0741-3335 (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:Article
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Millar, Dr Alexander and Diver, Dr 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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