CausNet : Generational orderings based search for optimal Bayesian networks via dynamic programming with parent set constraints

Nand Sharma, Joshua Millstein

Finding a globally optimal Bayesian Network using exhaustive search is a problem with super-exponential complexity, which severely restricts the number of variables that it can wor…