Efficient bayesian network inference: genetic algorithms, stochastic local search, and abstraction

Controlled generation of hard and easy Bayesian networks: Impact on maximal clique size in tree clustering

Artificial Intelligence

Understanding the role of noise in stochastic local search: Analysis and experiments

Artificial Intelligence

The crowding approach to niching in genetic algorithms

Evolutionary Computation

Competitive coevolution through evolutionary complexification

Journal of Artificial Intelligence Research

Understanding the scalability of Bayesian network inference using clique tree growth curves

Artificial Intelligence

Generalized crowding for genetic algorithms

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Portfolios in Stochastic Local Search: Efficiently Computing Most Probable Explanations in Bayesian Networks

Journal of Automated Reasoning

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

Information Sciences: an International Journal

Adaptive generalized crowding for genetic algorithms

Information Sciences: an International Journal