crossrefMachine Learning and Knowledge Extraction2023-12-01Cited by 6
Bayesian Network Structural Learning Using Adaptive Genetic Algorithm with Varying Population Size
Rafael Rodrigues Mendes Ribeiro, Carlos Dias Maciel
A Bayesian network (BN) is a probabilistic graphical model that can model complex and nonlinear relationships. Its structural learning from data is an NP-hard problem because of its search-space size. One method to perform structural learning is a search and score approach, which…