Quasi conjunction, quasi disjunction, t-norms and t-conorms: Probabilistic aspects

作者: Angelo Gilio , Giuseppe Sanfilippo

DOI: 10.1016/J.INS.2013.03.019

关键词:

摘要: We make a probabilistic analysis related to some inference rules which play an important role in nonmonotonic reasoning. In coherence-based setting, we study the extensions of probability assessment defined on n conditional events their quasi conjunction, and by exploiting duality, disjunction. The lower upper bounds coincide with well known t-norms t-conorms: minimum, product, Lukasiewicz, Hamacher dual t-conorms. On this basis obtain Quasi And Or rules. These are for any finite family p-entails associated conjunction examine cases logical dependencies, relations among coherence, inclusion events, p-entailment. also consider rule, where disjunction premises conclusion. analyze further aspects disjunction, computing from conclusions. Finally, biconditional introduce notion n-conditional event. Then give interpretation generalized Loop rule. appendix provide explicit expressions t-norm t-conorm unitary hypercube.

参考文章(59)
Angelo Gilio, On Császár's condition in nonmonotonic reasoning. non-monotonic reasoning. pp. 180- 188 ,(2004)
Erich Peter Klement, Radko Mesiar, Endre Pap, Triangular norms: Basic notions and properties Logical, Algebraic, Analytic and Probabilistic Aspects of Triangular Norms. pp. 17- 60 ,(2005) , 10.1016/B978-044451814-9/50002-1
Angelo Gilio, Giuseppe Sanfilippo, Conjunction, Disjunction and Iterated Conditioning of Conditional Events soft methods in probability and statistics. pp. 399- 407 ,(2013) , 10.1007/978-3-642-33042-1_43
Davide Ciucci, Didier Dubois, Relationships between Connectives in Three-Valued Logics Communications in Computer and Information Science. ,vol. 297, pp. 633- 642 ,(2012) , 10.1007/978-3-642-31709-5_64
Claudi Alsina, Maurice J Frank, Berthold Schweizer, Associative Functions: Triangular Norms and Copulas ,(2006)
Giulianella Coletti, Romano Scozzafava, Probabilistic Logic in a Coherent Setting ,(2002)
Angelo Gilio, Algorithms for precise and imprecise conditional probability assessments Mathematical models for handling partial knowledge in artificial intelligence. pp. 231- 254 ,(1995) , 10.1007/978-1-4899-1424-8_15
Angelo Gilio, Probabilistic Reasoning Under Coherence in System P Annals of Mathematics and Artificial Intelligence. ,vol. 34, pp. 5- 34 ,(2002) , 10.1023/A:1014422615720
Veronica Biazzo, Angelo Gilio, Giuseppe Sanfilippo, Coherent Conditional Previsions and Proper Scoring Rules international conference information processing. pp. 146- 156 ,(2012) , 10.1007/978-3-642-31724-8_16