POSSIBILITY THEORY .2. CONDITIONAL POSSIBILITY

Authors
Citation
G. Decooman, POSSIBILITY THEORY .2. CONDITIONAL POSSIBILITY, International journal of general systems, 25(4), 1997, pp. 325-351
Citations number
13
Categorie Soggetti
System Science","Computer Science Theory & Methods",Ergonomics
ISSN journal
03081079
Volume
25
Issue
4
Year of publication
1997
Pages
325 - 351
Database
ISI
SICI code
0308-1079(1997)25:4<325:PT.CP>2.0.ZU;2-M
Abstract
It is shown that the notion of conditional possibility can be consiste ntly introduced in possibility theory, in very much the same way as co nditional expectations and probabilities are defined in the measure- a nd integral-theoretic treatment of probability theory. I write down po ssibilistic integral equations which are formal counterparts of the in tegral equations used to define conditional expectations and probabili ties, and use their solutions to define conditional possibilities. In all, three types of conditional possibilities, with special cases, are introduced and studied. I explain why, like conditional expectations, conditional possibilities are not uniquely defined, but can only be d etermined up to almost everywhere equality, and I assess the consequen ces of this nondeterminacy. I also show that this approach solves a nu mber of consistency problems, extant in the literature.