An evolutionary computing approach to probabilistic reasoning on Bayesian networks

Evolutionary Computation

Volumn 4, Issue 1, 1996, Pages 57-85

  Rojas Guzmán, Carlos ^a  

^a Massachusetts Institute of Technology Cambridge   (United States)

Author keywords

Bayesian belief networks; Evolutionary algorithms; Genetic algorithms; Knowledge representation; Probabilistic diagnosis

Indexed keywords

EID: 0006221889     PISSN: 10636560     EISSN: None     Source Type: Journal    
DOI: 10.1162/evco.1996.4.1.57     Document Type: Article

References (2)

1. Back, T., & Hoffmeister, F. (1991). Extended selection mechanisms in genetic algorithms. In J. David Schaffer (Ed.), Proceedings of the Fourth International Conference on Genetic Algorithms, (pp. 2-9) San Mateo, CA: Morgan Kaufmann.
2. Beinlich, I. A., Suermondt, H. J., Chavez, R. M., & Cooper, G. F. (1989). The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks. In Proceedings of the Second European Conference on Artificial Intelligence in Medicine (pp. 247-256). London, UK.