Taboo Order

Context

The Taboo Order learning method uses Taboo search in the space of the order of the Bayesian network nodes. Finding the best Bayesian network for a fixed node order is a task that consists of choosing the parents of a node among the nodes that appear before it in the given order. This is the more comprehensive search method compared to the Taboo algorithm, but also more time-consuming. Fixed Arcs are considered normal arcs in this context, but Forbidden Arcs and Temporal Indices are taken into account. In addition to the standard learning options, you can define the size of the taboo list for Taboo Order learning.