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Conference Papers Year : 2012

Estimation of Prediction Intervals of Neural Network Models by a Multi-objective Genetic Algorithm

Abstract

In this work, we implement a multi-objective genetic algorithm (namely, non-dominated sorting genetic algorithm-II (NSGA-II)) to find the parameters of an ANN which provides in output the lower and upper bounds of the prediction intervals of a quantity of interest. We apply the proposed method on a synthetic case study of literature.
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Dates and versions

hal-00704887 , version 1 (06-06-2012)

Identifiers

  • HAL Id : hal-00704887 , version 1

Cite

Ronay Ak, Yan-Fu Li, Enrico Zio. Estimation of Prediction Intervals of Neural Network Models by a Multi-objective Genetic Algorithm. FLINS 2012, Aug 2012, Istanbul, Turkey. pp.1-6. ⟨hal-00704887⟩
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