cs.AI updates on arXiv.org 07月21日 12:06
Towards Constraint Temporal Answer Set Programming
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本文提出一种基于ASP的非单调时间推理方法,通过结合线性时间逻辑和约束逻辑,为处理高分辨率动态系统提供逻辑框架。

arXiv:2507.13958v1 Announce Type: new Abstract: Reasoning about dynamic systems with a fine-grained temporal and numeric resolution presents significant challenges for logic-based approaches like Answer Set Programming (ASP). To address this, we introduce and elaborate upon a novel temporal and constraint-based extension of the logic of Here-and-There and its nonmonotonic equilibrium extension, representing, to the best of our knowledge, the first approach to nonmonotonic temporal reasoning with constraints specifically tailored for ASP. This expressive system is achieved by a synergistic combination of two foundational ASP extensions: the linear-time logic of Here-and-There, providing robust nonmonotonic temporal reasoning capabilities, and the logic of Here-and-There with constraints, enabling the direct integration and manipulation of numeric constraints, among others. This work establishes the foundational logical framework for tackling complex dynamic systems with high resolution within the ASP paradigm.

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ASP 非单调时间推理 动态系统 逻辑框架
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