Polyhedral semantics and the tractable approximation of ?ukasiewicz infinitely-valued logic

JOURNAL OF LOGIC AND COMPUTATION(2023)

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摘要
In this work, we present polyhedral semantics as a means to tractably approximate Lukasiewicz infinitely-valued logic (L$_{\infty}$). As L$_{\infty}$ is an expressive multivalued propositional logic whose decision problem is NP-complete, we show how to to obtain an approximation for this problem providing a family of multivalued logics over the same language as L$_{\infty}$. Each element of the family is associated to a polynomial-time linear program, thus providing a tractable way of deciding each intermediate step. We also investigate properties of the logic system derived from polyhedral semantics and the details of an algorithm for the approximation process.
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关键词
Lukasiewicz logic, approximation logics, linear constraints
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