A regularization method based on the non-extensive maximum entropy principle is devised. Special emphasis is given to the q=1/2 case. We show that, when the residual principle is considered as constraint, the q=1/2 generalized distribution of Tsallis yields a regularized solution for bad-conditioned problems. The so devised regularized distribution is endowed with a component which corresponds to the well known regularized solution of Tikhonov.
|Number of pages||14|
|Publication status||Published - 15 Dec 1998|
Bibliographical noteCopyright © 1998 Published by Elsevier Science B.V. All rights reserved.
- regularization method
- non-extensive maximum entropy principle