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Training artificial neural networks using Taguchi methods

    Résultats de recherche: ArticleRevue par des pairs

    9 Citations (Scopus)

    Résumé

    This paper shows how the process optimization methods known as Taguchi methods may be applied to the training of Artificial Neural Networks. A comparison is made between the efficiency of training using Taguchi methods and the efficiency of conventional training methods; attention is drawn to the advantages of Taguchi methods. Further, it is shown that Taguchi methods offer potential benefits in evaluating network behaviour such as the ability to examine interaction of weights and neurons within a network.
    langue originaleEnglish
    Pages (de - à)177-184
    Nombre de pages8
    journalArtificial Intelligence Review
    Volume13
    Numéro de publication3
    Les DOIs
    étatPublished - 30 juin 1999

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