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Synopsis
This publication describes examples of applications of neural networks in modelling, prediction and control. Topics covered include identification of general linear and nonlinear processes, forecasting of river levels, stock market prices, currency exchange rates, and control of a time-delayed plant and a two-joint robot. The neural network types considered are the multilayer perceptron (MLP), the Elman and Jordan networks, the Group-Method-of-Data-Handling (GMDH), the cerebellar-model-articulation-controller (CMAC) networks and neuromorphic fuzzy logic systems. The algorithms presented are the standard backpropagation (BP) algorithm, the Widrow-Hoff learning, dynamic BP and evolutionary learning. Full listings of computer programs written in C for neural-network-based system identification and prediction to facilitate practical experimentation with neural network techniques are included.
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Neural Networks for Identification, Prediction and Control
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Neural Networks for Identification, Prediction and Control
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Neural Networks for Identification, Prediction and Control
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NEURAL NETWORKS FOR IDENTIFICATION, PREDICTION AND CONTROL
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Condition: Très bon. NEURAL NETWORKS FOR IDENTIFICATION, PREDICTION AND CONTROL | Pham | Springer, 1995. In-8° cartonné, 238 pages. Couverture propre . Dos solide. Intérieur frais sans soulignage ou annotation. Exemplaire de bibliothèque : petit code barre en pied de 1re de couv., cotation au dos, rares et discrets petits tampons à l'intérieur de l'ouvrage. Très bon état général pour cet ouvrage. [Ba 56+] Pour les expéditions internationales, nous consulter au préalable pour l ajustement des frais de port qui seront peut-être revus à la baisse/ For international shipments, please contact us in advance to adjust shipping costs. |. Seller Inventory # YA-ZKAM-XSU5
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Neural Networks for Identification for Prediction and Control
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Springer, London, 1999
ISBN 10: 3540199594
ISBN 13: 9783540199595
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Neural Networks for Identification, Prediction and Control
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Springer-Verlag GmbH & Co. KG, 1995
ISBN 10: 3540199594
ISBN 13: 9783540199595
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Condition: Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | Keine Beschreibung verfügbar. Seller Inventory # 16288/202
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