Genetic algorithms in plasma diagnostic analysis

A novel sophisticated technique for data reduction utilising Bayesian stati stics and a genetic algorithm has been developed by the authors. The techni que 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 diag nostic of a magnetically confined plasma.