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The paper describes an algorithm for synthesis of the secondary structure of an algebraic Bayesian network (ABN) by its first structure. The second structure of ABN is a joint graph with minimal number of edges. A proof of algorithm’s correctness is given.

Synthesis of a joint graph with minimal number of edges: an algorithm formalization and a proof of correctness