Prime Implicate Generation in Equational Logic

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Prime Implicate Generation in Equational Logic

We present an algorithm for the generation of prime implicates in equational logic, that is, of the most general consequences of formulæ containing equations and disequations between first-order terms. This algorithm is defined by a calculus that is proved to be correct and complete. We then focus on the case where the considered clause set is ground, i.e., contains no variables, and devise a s...

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Generating the prime implicates of a formula consists in finding its most general consequences. This has many fields of application in automated reasoning, like planning and diagnosis, and although the subject has been extensively studied (and still is) in propositional logic, very few have approached the problem in more expressive logics because of its intrinsic complexity. This paper presents...

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Traditional algorithms for prime implicate generation [Quine, 1952; McCluskey, 1956; Tison, 1967; Kean and Tsiknis, 1990; de Kleer, 1992] require the input formulas to be first transformed into a CNF formula. This process, however, requires exponential time in the worst case and can result in an exponential blow up of the input size. Such cases occur frequently when the problem domains are best...

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ژورنال

عنوان ژورنال: Journal of Artificial Intelligence Research

سال: 2017

ISSN: 1076-9757

DOI: 10.1613/jair.5481