By Neha Yadav,Anupam Yadav,Manoj Kumar
This e-book introduces numerous neural community equipment for fixing differential equations coming up in technology and engineering. The emphasis is put on a deep knowing of the neural community ideas, which has been awarded in a quite often heuristic and intuitive demeanour. This strategy will permit the reader to appreciate the operating, potency and shortcomings of every neural community procedure for fixing differential equations. The goal of this e-book is to supply the reader with a valid knowing of the rules of neural networks and a entire creation to neural community equipment for fixing differential equations including contemporary advancements within the concepts and their applications.
The booklet includes 4 significant sections. part I comprises a short review of differential equations and the appropriate actual difficulties bobbing up in technology and engineering. part II illustrates the heritage of neural networks ranging from their beginnings within the Forties via to the renewed curiosity of the Eighties. A basic creation to neural networks and studying applied sciences is gifted in part III. This part additionally contains the outline of the multilayer perceptron and its studying equipment. In part IV, the various neural community equipment for fixing differential equations are brought, together with dialogue of the latest advancements within the field.
Advanced scholars and researchers in arithmetic, machine technological know-how and numerous disciplines in technological know-how and engineering will locate this e-book a necessary reference source.
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Additional info for An Introduction to Neural Network Methods for Differential Equations (SpringerBriefs in Applied Sciences and Technology)
An Introduction to Neural Network Methods for Differential Equations (SpringerBriefs in Applied Sciences and Technology) by Neha Yadav,Anupam Yadav,Manoj Kumar
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