SOME QUALITATIVE APPROACHES TO APPLYING THE DEMPSTER-SHAFER THEORY

Authors
Citation
S. Parsons, SOME QUALITATIVE APPROACHES TO APPLYING THE DEMPSTER-SHAFER THEORY, Information and decision technologies, 19(4), 1994, pp. 321-337
Citations number
21
Categorie Soggetti
System Science","Operatione Research & Management Science
ISSN journal
09230408
Volume
19
Issue
4
Year of publication
1994
Pages
321 - 337
Database
ISI
SICI code
0923-0408(1994)19:4<321:SQATAT>2.0.ZU;2-A
Abstract
This paper introduces the idea of using the Dempster-Shafer theory of evidence with qualitative values. Dempster-Shafer theory is a formalis m for reasoning under uncertainty which may be viewed as a generalisat ion of probability theory with special advantages in its treatment of ambiguous data and the ignorance arising from it. Here I am interested in applying the theory when the numbers that it usually operates over are not universally available. To cope with this lack of numbers, I u se qualitative, semiqualitative, and linguistic values, and apply a fo rm of order of magnitude reasoning.