Artificial Neural Networks for Engineers and Scientists

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Artificial Neural Networks for Engineers and Scientists

Solving Ordinary Differential Equations

Numerical analysis Machine learning

Authors: S. Chakraverty, Susmita Mall

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Language: English

Published by: CRC Press

Published on: 20th July 2017

Format: LCP-protected ePub

Size: 5 Mb

ISBN: 9781351651318


Introduction to Differential Equations

Differential equations play a vital role in the fields of engineering and science. Problems in engineering and science can be modeled using ordinary or partial differential equations. Analytical solutions of differential equations may not be obtained easily, so numerical methods have been developed to handle them.

Machine Intelligence Methods

Machine intelligence methods, such as Artificial Neural Networks (ANN), are being used to solve differential equations, and these methods are presented in Artificial Neural Networks for Engineers and Scientists: Solving Ordinary Differential Equations. This book shows how computation of differential equation becomes faster once the ANN model is properly developed and applied.

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