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This paper proposes a new method for solving Bayesian decision problems. Themethod consists of representing a Bayesian decision problem as avaluation-based system and applying a fusion algorithm for solving it. Thefusion algorithm is a hybrid of local computational methods for computation ofmarginals of joint probability distributions and the local computationalmethods for discrete optimization problems.

A Fusion Algorithm for Solving Bayesian Decision Problems