Sélection de la structure d'un perceptron multicouches pour la réduction dun modèle de simulation d'une scierie.

Abstract : Simulation is often used to evaluate the relevance of a Directing Program of Production (PDP) or to evaluate its impact on detailed scénarii of scheduling. Within this framework, we propose to reduce the complexity of a model of simulation by exploiting a multilayer perceptron. A main phase of the modeling of one system using a multilayer perceptron remains the determination of the structure of the network. We propose to compare and use various pruning algorithms in order to determine the optimal structure of the network used to reduce the complexity of the model of simulation of our case of application: a sawmill.
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Contributor : Philippe Thomas <>
Submitted on : Thursday, December 4, 2008 - 10:09:49 AM
Last modification on : Thursday, January 11, 2018 - 6:17:33 AM
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  • HAL Id : hal-00320824, version 1
  • ARXIV : 0812.1094

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Philippe Thomas, André Thomas. Sélection de la structure d'un perceptron multicouches pour la réduction dun modèle de simulation d'une scierie.. 5ème Conférence Internationale Francophone d'Automatique, CIFA'2008, Sep 2008, Bucarest, Roumanie. pp.CDROM. ⟨hal-00320824⟩

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