A UNIVERSAL FINITE MEMORY SOURCE

Citation
Mj. Weinberger et al., A UNIVERSAL FINITE MEMORY SOURCE, IEEE transactions on information theory, 41(3), 1995, pp. 643-652
Citations number
10
Categorie Soggetti
Information Science & Library Science","Engineering, Eletrical & Electronic
ISSN journal
00189448
Volume
41
Issue
3
Year of publication
1995
Pages
643 - 652
Database
ISI
SICI code
0018-9448(1995)41:3<643:AUFMS>2.0.ZU;2-W
Abstract
In this paper an irreducible parameterization for a finite memory sour ce is constructed in the form of a tree machine. A universal informati on source for the set of finite memory sources is constructed by a pre dictive modification of an earlier-studied algorithm-Context. It is sh own that this universal source incorporates any minimal data-generatin g tree machine in an asymptotically optimal manner in the following se nse: the negative logarithm of the probability it assigns to any long typical sequence, generated by any tree machine, approaches that assig ned by the tree machine at the best possible rate.