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Titlebook: Integration of Constraint Programming, Artificial Intelligence, and Operations Research; 17th International C Emmanuel Hebrard,Nysret Musli

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An Exact CP Approach for the Cardinality-Constrained Euclidean Minimum Sum-of-Squares Clustering Proints on the clustering solutions such as restrictions on the size of each cluster, known as cardinality-constrained clustering. In this work we present an exact approach to solve the Cardinality-Constrained Euclidean Minimum Sum-of-Squares Clustering Problem. We take advantage of the structure of th
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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/i/image/468838.jpg
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Core-Guided and Core-Boosted Search for CPrather than relying on propositional logic strategies, and generalise two existing techniques to improve core-extraction and the overall performance. Our experiments demonstrate the effectiveness of our approaches over the conventional (core-guided) CP methods, both in terms of proving optimality and quickly computing high-quality solutions.
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