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arXiv 2103.06741cs.LO
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软约束的留数:字典序和近似技术

Residuation for Soft Constraints: Lexicographic Orders and Approximation Techniques

Fabio Gadducci, Francesco Santini

摘要:

剩余理论关注偏序代数结构的研究,最常见的是monoid,配备了monoidal算子的弱逆。它的应用领域之一是约束编程,其关键要求是存在一个聚合器运算符来组合偏好。给定一个偏好的剩余幺半群,本文首先展示了如何建立一个新的(可能是无限的)元组的剩余幺半群,这是基于字典序。其次,它引入了一种近似技术(称为迷你桶),利用弱逆的存在。

英文摘要:

Residuation theory concerns the study of partially ordered algebraic structures, most often monoids, equipped with a weak inverse for the monoidal operator. One of its area of application has been constraint programming, whose key requirement is the presence of an aggregator operator for combining preferences. Given a residuated monoid of preferences, the paper first shows how to build a new residuated monoid of (possibly infinite) tuples, which is based on the lexicographic order. Second, it introduces a variant of an approximation technique (known as Mini-bucket) that exploits the presence of the weak inverse.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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