ON CONVERGENCE OF DIRECT MULTIPLICATIVE METHODS IN PROBLEMS OF CONDITIONAL ENTROPY MAXIMIZATION

Authors
Citation
Ys. Popkov, ON CONVERGENCE OF DIRECT MULTIPLICATIVE METHODS IN PROBLEMS OF CONDITIONAL ENTROPY MAXIMIZATION, Automation and remote control, 59(4), 1998, pp. 534-544
Citations number
20
Categorie Soggetti
Robotics & Automatic Control","Instument & Instrumentation","Robotics & Automatic Control
ISSN journal
00051179
Volume
59
Issue
4
Year of publication
1998
Part
1
Pages
534 - 544
Database
ISI
SICI code
0005-1179(1998)59:4<534:OCODMM>2.0.ZU;2-V
Abstract
Studies are made of the convergence of new multiplicative methods rela tive to direct variables in problems of the conditional maximization o f entropy. A general procedure for the proof of the convergence is sug gested, which permits one to extend the domain of the convergence with respect to the initial conditions. A comparison is made with the avai lable algorithms of the given class, such as the multiplicative algebr aic reconstruction technique (MART), block-iterative MART(BI-MART), an d simultaneous MART (SMART).