In the literature there are different definitions of conditional possibility. Starting from a general axiomatic definition, we propose a definition of independence for circle dot-conditional possibility, in the case that circle dot is a strictly monotone triangular norm. We study its main properties to compare it to other definitions introduced in possibility theory. Then, we show that the controversial aspects related to logical dependencies (structural zeros) can be circumvented. Moreover, a set of properties (the well-known graphoid properties) has been considered to be tested, allowing us to compare the proposed definition to the independence notions given in the context of other uncertainty formalisms. (c) 2006 Wiley Periodicals, Inc.
Independence and conditional possibility for strictly monotone triangular norms / Laura, Ferracuti; Vantaggi, Barbara. - In: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS. - ISSN 0884-8173. - STAMPA. - 21:3(2006), pp. 299-323. (Intervento presentato al convegno 6th Workshop on Uncertainty Processing tenutosi a Hejnice, CZECH REPUBLIC nel SEP 24-27, 2003) [10.1002/int.20136].
Independence and conditional possibility for strictly monotone triangular norms
VANTAGGI, Barbara
2006
Abstract
In the literature there are different definitions of conditional possibility. Starting from a general axiomatic definition, we propose a definition of independence for circle dot-conditional possibility, in the case that circle dot is a strictly monotone triangular norm. We study its main properties to compare it to other definitions introduced in possibility theory. Then, we show that the controversial aspects related to logical dependencies (structural zeros) can be circumvented. Moreover, a set of properties (the well-known graphoid properties) has been considered to be tested, allowing us to compare the proposed definition to the independence notions given in the context of other uncertainty formalisms. (c) 2006 Wiley Periodicals, Inc.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.