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Temporal Constraint Satisfaction Problems and Difference Decision Diagrams: A Compilation Map

机译:时间约束满足问题和差异决策图:一张编译图

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摘要

The frameworks dedicated to the representation of quantitative temporal constraint satisfaction problems, as rich as they are in terms of expressiveness, define difficult requests - typically NP-complete decision problems. It is therefore adventurous to use them for an online resolution. Hence the idea to compile the original problem into a form that could be easily solved. Difference Decision Diagrams (DDDs) have been proposed by [1] as a possible way to cope with this difficulty, following a compilation-based approach. In this article, we draw a compilation map that evaluates the relative capabilities of these languages (TCSP, STP, DTP and DDD) in terms of algorithmic efficiency, succinctness and expressiveness.
机译:专门用于表示定量时间约束满足问题的框架,就其表达能力而言,已经足够丰富,它们定义了困难的请求-通常是NP-完全决策问题。因此,将它们用于在线解决方案是冒险的。因此,将原始问题编译成易于解决的形式的想法。遵循基于编译的方法,[1]提出了差异决策图(DDD)作为解决此难题的一种可能方法。在本文中,我们绘制了一个编译图,从算法效率,简洁性和表达性方面评估了这些语言(TCSP,STP,DTP和DDD)的相对功能。

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