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- W2801148947 abstract "A new technique to find the optimization parameter in TSVD regularization method is based on a curve which is drawn against the residual norm [5]. Since the TSVD regularization is a method with discrete regularization parameter, then the above-mentioned curve is also discrete. In this paper we present a mathematical analysis of this curve, showing that the curve has L-shaped path very similar to that of the classical L-curve and its corner point can represent the optimization regularization parameter very well. In order to find the corner point of the L-curve (optimization parameter), two methods are applied: pruning and triangle. Numerical results show that in the considered test problems the new curve is better than the classical L-curve." @default.
- W2801148947 created "2018-05-17" @default.
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- W2801148947 date "2015-07-01" @default.
- W2801148947 modified "2023-09-25" @default.
- W2801148947 title "A Mathematical Analysis of New L-curve to Estimate the Parameters of Regularization in TSVD Method" @default.
- W2801148947 doi "https://doi.org/10.29252/mmr.1.1.75" @default.
- W2801148947 hasPublicationYear "2015" @default.
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