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About Look-Ahead Algorithms in Constraint Satisfaction Problems

机译:关于约束满足问题中的先行算法

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Many problems in Artificial Intelligence can be solved using the Constraint Satisfaction Problems (CSPs) techniques. CSPs are, generally, solved using backtrack based algorithms. A large variety of algorithms has been proposed to deal with CSPs. In this paper, we focus on the look-ahead algorithms in CSPs (namely the most popular ones: Forward-Checking and Maintaining Arc-Consistency), and we propose a generic approach which maintains a restricted form of arc-consistency during the search process. We also give a way to exploit another form of local consistency: the Directed Path-Consistency.
机译:可以使用约束满足问题(CSP)技术解决人工智能中的许多问题。通常,使用基于回溯的算法来解决CSP。已经提出了各种各样的算法来处理CSP。在本文中,我们着眼于CSP中的先行算法(即最流行的算法:正向检查和保持弧一致性),并提出了一种通用方法,该方法在搜索过程中保持受限形式的弧一致性。 。我们还提供了一种方法来利用另一种形式的局部一致性:定向路径一致性。

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