Please use this identifier to cite or link to this item:
http://hdl.handle.net/20.500.11861/7648| Title: | A hybrid approach to learn Bayesian networks using evolutionary programming |
| Authors: | Wong, Man Leung Lee, Shing Yan Prof. LEUNG Kwong Sak |
| Issue Date: | 2002 |
| Publisher: | IEEE Computer Society |
| Source: | Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002, 2002, vol. 2, pp. 1314 - 1319, Article number 1004433 |
| Journal: | Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002 |
| 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. |
| Type: | Conference Paper |
| URI: | http://hdl.handle.net/20.500.11861/7648 |
| ISBN: | 0780372824 978-078037282-5 |
| DOI: | 10.1109/CEC.2002.1004433 |
| Appears in Collections: | Applied Data Science - Publication |
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