Abductive reasoning in Bayesian belief networks using a genetic algorithm

Diagnostic reasoning based on a genetic algorithm operating in a Bayesian belief network

Pattern Recognition Letters

Searching for the best elimination sequence in Bayesian networks by using ant colony optimization

Pattern Recognition Letters

A decision support tool coupling a causal model and a multi-objective genetic algorithm

Applied Intelligence

Constraint handling using tournament selection: Abductive inference in partly deterministic bayesian networks

Evolutionary Computation

Multi-dimensional classification with Bayesian networks

International Journal of Approximate Reasoning

A review on evolutionary algorithms in Bayesian network learning and inference tasks

Information Sciences: an International Journal