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LIVRES NUMÉRIQUES
An Introduction to Neural Network Methods for Differential Equations - MANOJ KUMAR - ANUPAM YADAV - NEH YADAV

An Introduction to Neural Network Methods for Differential Equations

Titre de l'éditeur : An Introduction to Neural Network Methods for Differential Equat

MANOJ KUMAR
ANUPAM YADAV
NEH YADAV

 
84,27 $
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EN SAVOIR PLUS Résumé

This book introduces a variety of neural network methods for solving differential equations arising in science and engineering. The emphasis is placed on a deep understanding of the neural network techniques, which has been presented in a mostly heuristic and intuitive manner. This approach will enable the reader to understand the working, efficiency and shortcomings of each neural network technique for solving differential equations. The objective of this book is to provide the reader with a sound understanding of the foundations of neural networks and a comprehensive introduction to neural network methods for solving differential equations together with recent developments in the techniques and their applications.

The book comprises four major sections. Section I consists of a brief overview of differential equations and the relevant physical problems arising in science and engineering. Section II illustrates the history of neural networks starting from their beginnings in the 1940s through to the renewed interest of the 1980s. A general introduction to neural networks and learning technologies is presented in Section III. This section also includes the description of the multilayer perceptron and its learning methods. In Section IV, the different neural network methods for solving differential equations are introduced, including discussion of the most recent developments in the field.

Advanced students and researchers in mathematics, computer science and various disciplines in science and engineering will find this book a valuable reference source.


Détails
Prix : 84,27 $
Catégorie :
Auteur :  MANOJ KUMAR
ANUPAM YADAV
NEH YADAV
Titre : An Introduction to Neural Network Methods for Differential Equations
Date de parution : février 2015
Éditeur : LIVRES NUMÉRIQUES DIVERS
Sujet : NUL DIVERS
ISBN : 9789401798167 (9401798168)
Référence Renaud-Bray : 3060206
No de produit : 3060206
Droits numériques
Format : EPUB
Disponibilité : Canada, consultez la liste des pays autorisés.
Gestion des droits numériques : Adobe DRM
Entrepôt numérique : NUMILOG
Nombre d'appareils autorisés : 3
Nombre de copier/coller : 0
Impression : 0

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An Introduction to Neural Network Methods for Differential Equations , KUMAR , MANOJ*YADAV , ANUPAM*YADAV , NEH
© LIVRES NUMÉRIQUES DIVERS 2015