基于布尔可满足性建模的交互式在线配置器

Tao Tao, D. Plaisted
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引用次数: 1

摘要

制造公司广泛使用交互式配置器来指定产品变体。这些变体是由各个组件的不同组合而成的。约束通常作为组件之间的关系施加,以排除无效的产品配置。配置器及其底层算法确保用户指定的产品满足所有约束。提出了一种将在线配置器建模为一系列高度并行的布尔可满足性问题的方法。我们的方法由最先进的工具(如Microsoft Z3定理证明器)提供便利。另外,我们确认配置器问题是np完全的。因此,使用SAT求解不仅自然而且规范。
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Interactive Online Configurator via Boolean Satisfiability Modeling
Manufacturing companies widely use interactive configurators to specify product variants. These variants are created from different combinations of individual components. Constraints are usually imposed as relations between components to rule out invalid product configurations. The configurator and its underlying algorithm ensure the product specified by the user satisfies all constraints. We provide a method that models the online configurator as a series of highly parallelizable boolean satisfiability problems (SAT). Our methodology is facilitated by state-of-the-art tools such as the Microsoft Z3 theorem prover. Additionally, we confirm that the configurator problem is NP-complete. Hence, using SAT solving is not only natural but canonical.
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