Titlebook: Reasoning with Probabilistic and Deterministic Graphical Models; Exact Algorithms Rina Dechter Book 2013 Springer Nature Switzerland AG 201

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Book 2013. The main feature exploited by the algorithms is the model‘s graph. We present inference-based, message-passing schemes (e.g., variable-elimination) and search-based, conditioning schemes (e.g., cycle-cutset conditioning and AND/OR search). Each class possesses distinguished characteristics and in

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pplies to a number of trends in system science. During the past few decades, there has been an effort to counteract the increasing amount of specialization by creating a unifying concept that can be applied to many disciplines. The central idea, which lies at the core of general system theory, is, o

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