A simple algorithm to find the L-curve corner in the regularization of inverse problems

16 Aug 2016  ·  Alessandro Cultrera, Luca Callegaro ·

We propose a simple algorithm devoted to locate the "corner" of an L-curve, a function often used to chose the correct regularization parameter for the solution of ill-posed problems. The algorithm involves the Menger curvature of a circumcircle and the golden section search method. It efficiently locates the regularization parameter value corresponding to the maximum positive curvature region of the L-curve. As an example, the application of the algorithm to the data processing of an electrical resistance tomography experiment on thin conductive films is reported.

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