The voting as a way to increase the decision reliability

Authors
Zuev, YA Ivanov, SK
Citation
Ya. Zuev et Sk. Ivanov, The voting as a way to increase the decision reliability, J FRANKL I, 336(2), 1999, pp. 361-378
Citations number
22
Categorie Soggetti
Mechanical Engineering
Journal title
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS
ISSN journal
00160032 → ACNP
Volume
336
Issue
2
Year of publication
1999
Pages
361 - 378
Database
ISI
SICI code
0016-0032(199903)336:2<361:TVAAWT>2.0.ZU;2-8
Abstract
The class of weighted voting decision rules are studied. The estimates for probability of erroneous decision are obtained for a number of cases. The " accelerated perceptron" algorithm for weights correction is proposed and st udied in learning and self-learning modes. The computer simulation results are provided. (C) 1998 The Franklin Institute. Published by Elsevier Scienc e Ltd.