Artificial Neural Networks

Dinesh Bisht

ISBN 10: 3659144703 / ISBN 13: 9783659144707

Editore: LAP LAMBERT Academic Publishing Jun 2012, 2012

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Neuware -Management of water resources is one of the most challenging and interesting problems for the survival of the life. The demand of water is increasing in a tremendous way whereas the availability of water remains practically constant; therefore it becomes very important to study the hydrological system in a proper way. Forecasting of hydrological variables like, rainfall and runoff using past experiences is very helpful for the proper management of hydrological reservoirs as well as for warning of extreme flood or drought conditions to help to optimize the operations of systems. This book will give an introduction of Artificial Neural Networks and will be helpful to understand applications of Artificial Neural Networks in hydrology. This book also contains development of multiple linear regression models for the river stage discharge and comparison of developed multiple linear regression models with developed ANN models.Books on Demand GmbH, Überseering 33, 22297 Hamburg 96 pp. Englisch.

Codice articolo 9783659144707

Dati bibliografici

• Titolo: Artificial Neural Networks
• Editore: LAP LAMBERT Academic Publishing Jun 2012
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 3659144703
• ISBN 13: 9783659144707
• Rilegatura: Taschenbuch
• Condizione: Neu
• Dimensioni: 220 L x 150 A x 7 P (millimetri) 220 millimetri di larghezza per 150 millimetri di altezza per 7 millimetri di profondità
• Peso: 161 grammi

Descrizione articolo

Riassunto

Management of water resources is one of the most challenging and interesting problems for the survival of the life. The demand of water is increasing in a tremendous way whereas the availability of water remains practically constant; therefore it becomes very important to study the hydrological system in a proper way. Forecasting of hydrological variables like, rainfall and runoff using past experiences is very helpful for the proper management of hydrological reservoirs as well as for warning of extreme flood or drought conditions to help to optimize the operations of systems. This book will give an introduction of Artificial Neural Networks and will be helpful to understand applications of Artificial Neural Networks in hydrology. This book also contains development of multiple linear regression models for the river stage discharge and comparison of developed multiple linear regression models with developed ANN models.

L'autore

The author has received his Ph.D. degree in Mathematics and ECE from G. B. Pant University of Agriculture & Technology, Pantnagar, India in 2009. The area of research of him is Soft Computing and has published many research papers in reputed international journals. Presently he is Assistant Professor in the ASH department at Itm University, India.