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Generalized logical operations among conditional events

delete2018-07-27
delete25
PRE
AI
A
Angelo Gilio
G
Giuseppe Sanfilippo *
DOI:10.1007/s10489-018-1229-8delete
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摘要

摘要

En 中文
We generalize, by a progressive procedure, the notions of conjunction and disjunction of two conditional events to the case of n conditional events. In our coherence-based approach, conjunctions and disjunctions are suitable conditional random quantities. We define the notion of negation, by verifying De Morgan's Laws. We also show that conjunction and disjunction satisfy the associative and commutative properties, and a monotonicity property. Then, we give some results on coherence of prevision assessments for some families of compounded conditionals; in particular we examine the Frechet-Hoeffding bounds. Moreover, we study the reverse probabilistic inference from the conjunction Cn+1 of n +1 conditional events to the family {Cn,En+1|Hn+1}. We consider the relation with the notion of quasi-conjunction and we examine in detail the coherence of the prevision assessments related with the conjunction of three conditional events. Based on conjunction, we also give a characterization of p-consistency and of p-entailment, with applications to several inference rules in probabilistic nonmonotonic reasoning. Finally, we examine some non p-valid inference rules; then, we illustrate by an example two methods which allow to suitably modify non p-valid inference rules in order to get inferences which are p-valid.
Keyword:
Conditional events
Conditional random quantities
Conjunction
Disjunction
Negation
Frechet-Hoeffding bounds
Coherent prevision assessments
Coherent extensions
Quasi conjunction
Probabilistic reasoning
p-entailment
Inference rules
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期刊

Applied Intelligence 封面图
Applied Intelligence
IF:
3.5
论文数:
7.6K
被引数:
1.7W

机构

U
University of Palermo
学者数:
1.9W
论文数: 1.5W
被引数: 1.5W
S
sapienza university rome
学者数:
6.3W
论文数: 4.7W
被引数: 381
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