Entropy Ensemble Filter: A Modified Bootstrap Aggregating (Bagging) Procedure to Improve Efficiency in Ensemble Model Simulation

Over the past two decades, the Bootstrap AGGregatING (bagging) method has been widely used for improving simulation. The computational cost of this method scales with the size of the ensemble, but excessively reducing the ensemble size comes at the cost of reduced predictive performance. The novel p...

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Bibliographic Details
Main Authors: Hossein Foroozand, Steven V. Weijs
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/19/10/520