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The Cross-Entropy Method and Its Application to Inverse Problems

✍ Scribed by Ho, S.L.; Shiyou Yang


Book ID
114654023
Publisher
IEEE
Year
2010
Tongue
English
Weight
256 KB
Volume
46
Category
Article
ISSN
0018-9464

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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