Better Paracoherent Answer Sets with Less Resources

July 22, 2019 ยท The Ethereal ยท ๐Ÿ› Theory and Practice of Logic Programming

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Giovanni Amendola, Carmine Dodaro, Francesco Ricca arXiv ID 1907.09560 Category cs.LO: Logic in CS Cross-listed cs.AI Citations 2 Venue Theory and Practice of Logic Programming Last Checked 5 months ago
Abstract
Answer Set Programming (ASP) is a well-established formalism for logic programming. Problem solving in ASP requires to write an ASP program whose answers sets correspond to solutions. Albeit the non-existence of answer sets for some ASP programs can be considered as a modeling feature, it turns out to be a weakness in many other cases, and especially for query answering. Paracoherent answer set semantics extend the classical semantics of ASP to draw meaningful conclusions also from incoherent programs, with the result of increasing the range of applications of ASP. State of the art implementations of paracoherent ASP adopt the semi-equilibrium semantics, but cannot be lifted straightforwardly to compute efficiently the (better) split semi-equilibrium semantics that discards undesirable semi-equilibrium models. In this paper an efficient evaluation technique for computing a split semi-equilibrium model is presented. An experiment on hard benchmarks shows that better paracoherent answer sets can be computed consuming less computational resources than existing methods. Under consideration for acceptance in TPLP.
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