Defining Relative Likelihood in Partially-Ordered Preferential Structures
Author(s) -
Joseph Y. Halpern
Publication year - 1997
Publication title -
journal of artificial intelligence research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.79
H-Index - 123
eISSN - 1943-5037
pISSN - 1076-9757
DOI - 10.1613/jair.391
Subject(s) - counterfactual conditional , possible world , preference , context (archaeology) , order (exchange) , mathematics , mathematical economics , maximum likelihood , computer science , epistemology , statistics , counterfactual thinking , philosophy , economics , geography , finance , archaeology
Starting with a likelihood or preference order on worlds, we extend it to a likelihood ordering on sets of worlds in a natural way, and examine the resulting logic. Lewis earlier considered such a notion of relative likelihood in the context of studying counterfactuals, but he assumed a total preference order on worlds. Complications arise when examining partial orders that are not present for total orders. There are subtleties involving the exact approach to lifting the order on worlds to an order on sets of worlds. In addition, the axiomatization of the logic of relative likelihood in the case of partial orders gives insight into the connection between relative likelihood and default reasoning.
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