APLIKASI ARTIFICIAL NEURAL NETWORK UNTUK PERAMALAN ALIRAN SUNGAI BLEGA

Manyuk, Fauzi and Minarni , Nur Trilita (2005) APLIKASI ARTIFICIAL NEURAL NETWORK UNTUK PERAMALAN ALIRAN SUNGAI BLEGA. Jurnal Rekayasa Perencanaan, 1 (3). ISSN 1829-913X

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    Abstract

    A multivariate non-linear model for synthetic generation (forecasting) of daily flow (discharge) series is presented in this dtudy. The time series is built upon a multilayer feedfoward neural network with an added multivariate random component normally distributed. The usual error backpropagation algorithm is used to train the network, with a sequaential training scheme using shuffled patterns for a stochastic search in the weight space. Using neural network model, study case of Blega River-Madura island. The results by calculating show that the solution based on backpropagation algorithms are consistent with those based multivariate regression model. They also indicate that backpropagation model in this paper is reasonable and feasible.

    Item Type: Article
    Subjects: N Fine Arts > NA Architecture
    Divisions: UPN Jatim Journal > Jurnal Rekayasa Perencanaan
    Depositing User: Users 8 not found.
    Date Deposited: 21 Feb 2012 08:32
    Last Modified: 21 Feb 2012 08:33
    URI: http://eprints.upnjatim.ac.id/id/eprint/2522

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