Abduction via C-tableaux and δ-resolution


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The formalization of abductive reasoning has received increasing attention from logicians. However, few work is found beyond abduction in propositional logic, given that in a first order formalism, the undecidability problem naturally appears, and therefore an abductive problem cannot even be appropriately formulated. Still, many applications in artificial intelligence allow finite domains to work with, and this gives an opportunity to apply abduction in first order logic with restricted domains. In this paper, we present an approach to abductive reasoning in C-structures, first order structures with a finite domain in which each of its elements has a corresponding constant representing its interpretation. By using semantic tableaux with bounded depth, that is, C-tableaux and δ-resolution calculus, we build an effective procedure for the searching of minimal abductive solutions within the proposed semantics.
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DOI 10.3166/jancl.19.211-225
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Trees and Finite Satisfiability: Proof of a Conjecture of Burgess.George Boolos - 1984 - Notre Dame Journal of Formal Logic 25 (3):193-197.

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