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Key-Based Problem Decomposition for Relational Constraint Satisfaction Problems

机译:关系约束满足问题的基于键的问题分解

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Constraint satisfaction problems (CSP) are often posed over data residing in relational database systems, which serve as passive data-storage back ends. Several studies have demonstrated a number of important advantages to having database systems capable of natively modelling and solving CSPs. This paper studies the automated decomposition of the input CSP, borrowing another distinctive idea of relational databases, normalization, to improve its solution time. Experimental evaluations for two case studies show the potential benefit of the approach.
机译:约束满意度问题(CSP)通常会放在关系数据库系统中的数据上,这些关系数据库系统充当被动数据存储后端。多项研究表明,拥有能够本地建模和求解CSP的数据库系统具有许多重要优势。本文研究了输入CSP的自动分解,并借用了关系数据库的另一个独特思想,即规范化,以缩短其求解时间。对两个案例研究的实验评估表明了该方法的潜在优势。

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