A hybrid approach to learn Bayesian networks using evolutionary programming | IEEE Conference Publication | IEEE Xplore

A hybrid approach to learn Bayesian networks using evolutionary programming


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 pro...Show More

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.
Date of Conference: 12-17 May 2002
Date Added to IEEE Xplore: 07 August 2002
Print ISBN:0-7803-7282-4
Conference Location: Honolulu, HI, USA

References

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