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The application of the principle of minimum cross-entropy to the characterization of the exponential-type probability distributions

✍ Scribed by Monica E. Bad Dumitrescu


Publisher
Springer Japan
Year
1986
Tongue
English
Weight
299 KB
Volume
38
Category
Article
ISSN
0020-3157

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Application of the cross entropy method
✍ Abderrahmane Boubezoul; SΓ©bastien Paris; Mustapha Ouladsine πŸ“‚ Article πŸ“… 2008 πŸ› Elsevier Science 🌐 English βš– 389 KB

This paper discusses an alternative approach to parameter optimization of well-known prototype-based learning algorithms (minimizing an objective function via gradient search). The proposed approach considers a stochastic optimization called the cross entropy method (CE method). The CE method is use