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A hybrid approach to learn Bayesian networks using evolutionary programming
Date Issued
2002
Publisher
IEEE Computer Society
ISBN
0780372824
978-078037282-5
Citation
Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002, 2002, vol. 2, pp. 1314 - 1319, Article number 1004433
Type
Conference Paper
Abstract
A novel hybrid framework is reported that improves upon our previous work, MDLEP, which uses evolutionary programming to solve the difficult Bayesian network learning problem. A new merge operator is also introduced that further enhances the efficiency. As experimental results suggest, our hybrid approach performs significantly better than MDLEP. © 2002 IEEE.
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