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On the Computation of Local Intel-changeability in Soft Constraint Satisfaction Problems

机译:关于软约束满足问题中局部Intel可变性的计算

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摘要

Freuder in (1991) defined interchangeability for clas-sical Constraint Satisfaction Problems (CSPs). Re-cently (2002), we extended the definition of inter-changeability to Soft CSPs and we introduced two notions of relaxations based on degradation δ and on threshold α (~δ neighborhood interchangeability (_αNI)and _α neighborhood interchangeability ~δNI). In this paper we study the presence of these relaxed version of interchangeability in random soft CSPs. We give a description of the implementation we used to compute interchange-abilities and to make the tests. The experiments show that there is high occurrence of _α NI and ~δ NI interchangeability around optimal solution in Fuzzy CSP and weighted CSPs. Thus, these algorithms can be used succesfully in solution update applications. Moreover, it is also showed that NI interchangeability can well approximate full interchangeability (FI).
机译:Freuder(1991)定义了经典约束满足问题(CSP)的互换性。最近(2002年),我们将可互换性的定义扩展到了软CSP,并基于退化δ和阈值α(〜δ邻域互换性(_αNI)和_α邻域互换性〜δNI)引入了两种松弛概念。在本文中,我们研究了随机软CSP中这些宽松版本的互换性的存在。我们给出了用于计算互换性和进行测试的实现的描述。实验表明,在模糊CSP和加权CSP中,最优解附近存在_αNI和〜δNI互换性。因此,可以在解决方案更新应用程序中成功使用这些算法。此外,还表明NI互换性可以很好地接近完全互换性(FI)。

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