#bayesian-networks

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papersSEP 10 04:00 UTC

Genetic Algorithm Approach to Bayesian Network Fusion Under Treewidth Limits

A new arXiv paper proposes using evolutionary computation to merge several Bayesian networks into a single consensus structure. The method treats fusion as an optimization problem, seeking a combined network that preserves key dependencies from each input while keeping treewidth bounded for computational tractability.

bayesian-networks/genetic-algorithms/probabilistic-models/structure-learning