Artificial Neural Networks In Vehicular Pollution Model

Format Post in Certification BY Mukesh Khare, S.M. Shiva Nagendra

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Artificial Neural Networks In Vehicular Pollution Model Mukesh Khare, S.M. Shiva Nagendra is available to download

Artificial Neural Networks In Vehicular Pollution Model Mukesh Khare, S.Artificial Neural Networks In ... Textbook M. Shiva Nagendra
Type:	eBook
Released:	2006
Publisher:	Springer
Page Count:	247
Format:	pdf
Language:	English
ISBN-10:	3540374175
ISBN-13:	9783540374176

This book provides a step-by-step procedure for formulation and development of Artificial Neural Networks based Vehicular pollution models. It takes into account meteorological and traffic aspects. The book will be useful for professionals and researchers working in problems associated with urban air pollution management and control From the Back Cover Artificial neural networks (ANNs), which are parallel computational models, comprising of interconnected adaptive processing units (neurons) have the capability to predict accurately the dispersive behavior of vehicular pollutants under complex environmental conditions. This book aims at describing step-by-step procedure for formulation and development of ANN based VP models considering meteorological and traffic parameters. The model predictions are compared with existing line source deterministic/statistical based models to establish the efficacy of the ANN technique in explaining frequent dispersion complexities in urban areas. The book is very useful for hardcore professionals and researchers working in problems associated with urban air pollution management and control.