Volume 1, Issue 1 (7-2015)                   mmr 2015, 1(1): 75-84 | Back to browse issues page


XML Persian Abstract Print


1- Department of Mathematical Sciences, Sistan and Baluchestan University
Abstract:   (3007 Views)

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.

Full-Text [PDF 669 kb]   (1081 Downloads)    
Type of Study: Original Manuscript | Subject: alg
Received: 2016/02/15 | Revised: 2017/09/13 | Accepted: 2016/02/15 | Published: 2016/02/15 | ePublished: 2016/02/15

Rights and permissions
Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.