Titlebook: Reasoning with Probabilistic and Deterministic Graphical Models; Exact Algorithms, Se Rina Dechter Book 2019 Springer Nature Switzerland AG

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1939-4608 for knowledge representation and reasoning in both artificial intelligence and computer science in general. These models are used to perform many reasoning tasks, such as scheduling, planning and learning, diagnosis and prediction, design, hardware and software verification, and bioinformatics. The

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Tree-Clustering Schemes,s messages along a tree (the bucket tree). The algorithm can then be augmented with a second set of messages passed from bottom to top, yielding a message-passing schemes that belongs to the class of . algorithms.

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