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Artificial neural networks for engineers and scientists : solving ordinary differential equations / Snehashish Chakraverty and Susmita Mall.

By: Chakraverty, Snehashish [author.].
Contributor(s): Mall, Susmita.
Material type: materialTypeLabelBookPublisher: Boca Raton : CRC Press, 2017Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781315155265; 9781351641807.Subject(s): Differential equations -- Data processing | Engineering mathematics -- Data processing | Artificial intelligenceAdditional physical formats: Print version: : No titleDDC classification: 515.3520285632 Online resources: Click here to view.
Contents:
chapter 1 Preliminaries of Artificial Neural Network -- chapter 2 Preliminaries of Ordinary Differential Equations -- chapter 3 Multilayer Artificial Neural Network -- chapter 4 Regression-Based ANN -- chapter 5 Single-Layer Functional Link Artificial Neural Network -- chapter 6 Single-Layer Functional Link Artificial Neural Network with Regression-Based Weights -- chapter 7 Lane-Emden Equations -- chapter 8 Emden-Fowler Equations -- chapter 9 Duffing Oscillator Equations -- chapter 10 Van der Pol-Duffing Oscillator Equation.
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Includes bibliographical references.

chapter 1 Preliminaries of Artificial Neural Network -- chapter 2 Preliminaries of Ordinary Differential Equations -- chapter 3 Multilayer Artificial Neural Network -- chapter 4 Regression-Based ANN -- chapter 5 Single-Layer Functional Link Artificial Neural Network -- chapter 6 Single-Layer Functional Link Artificial Neural Network with Regression-Based Weights -- chapter 7 Lane-Emden Equations -- chapter 8 Emden-Fowler Equations -- chapter 9 Duffing Oscillator Equations -- chapter 10 Van der Pol-Duffing Oscillator Equation.

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