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An Abstraction Framework for Soft Constraints and Its Relationship with Constraint Propagation

机译:软限制的抽象框架及其与约束传播的关系

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摘要

Soft constraints are very flexible and expressive. However, they also are very complex to handle. For this reason, it may reasonable in several cases to pass to an abstract version of a given soft problem, and then to bring some useful information from the abstract problem to the concrete one. This will hopefully make the search for a solution, or for an optimal solution, of the concrete problem, faster. In this paper we review the main concepts and properties of our abstraction framework for soft constraints, and we show how it can be used to import constraint propagation algorithms from the abstract scenario to the concrete one. This may be useful when we don't have any (or any efficient) propagation algorithm in the concrete setting.
机译:软限制非常灵活和表现力。但是,它们也非常复杂地处理。因此,在几个情况下可以合理地传递给给定的软问题的抽象版本,然后将一些有用的信息从抽象问题带到混凝土中。这希望更快地搜索具体问题的解决方案或最佳解决方案。在本文中,我们审查了我们抽象框架的主要概念和属性,用于软限制,我们展示了如何用于将约束传播算法从抽象场景导入混凝土到一个。当我们在具体设置中没有任何(或任何有效的)传播算法时,这可能是有用的。

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