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Automatic computation of hierarchical biquadratic smoothing slines with minimum GCV

Hancock, P A; Hutchinson, Michael


A computationally efficient numerical strategy for fitting approximate minimum GCV bivariate thin plate smoothing splines to large noisy data sets was developed. The procedure discretises the bivariate thin plate smoothing spline equations using biquadratic B-splines and uses a nested grid SOR iterative strategy to solve the discretised system. For efficient optimisation, the process incorporates a double iteration that simultaneously updates both the discretised solution and the estimate of...[Show more]

CollectionsANU Research Publications
Date published: 2006
Type: Journal article
Source: Computers and Geosciences
DOI: 10.1016/j.cageo.2005.10.010


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