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• W2101678841 abstract "The problem of counting the number of solutions to a constraint satisfaction problem (CSP) is rephrased in terms of probability updating in Bayes networks. Approximating the probabilities in Bayes networks is a problem which has been studied for a while, and may well provide a good approximation to counting the number of solutions. We use a simple approximation based on independence, and show that it is correct for tree-structured CSPs. For other CSPs, it is a less optimistic approximation than those suggested in prior work, and experiments show that it is more accurate on the average. We present empirical evidence that our approximation is a useful search heuristic for finding a single solution to a CSP." @default.
• W2101678841 created "2016-06-24" @default.
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• W2101678841 date "1997-07-27" @default.
• W2101678841 modified "2023-09-24" @default.
• W2101678841 title "Bayes networks for estimating the number of solutions to a CSP" @default.
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