Artificial Neural Networks in Vehicular Pollution Modelling
Author:   Mukesh Khare ,  S.M. Shiva Nagendra
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   Softcover reprint of hardcover 1st ed. 2007
Volume:   41
ISBN:  

9783642072222


Pages:   242
Publication Date:   30 November 2010
Format:   Paperback
Availability:   Out of print, replaced by POD   Availability explained
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Artificial Neural Networks in Vehicular Pollution Modelling


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Overview

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.

Full Product Details

Author:   Mukesh Khare ,  S.M. Shiva Nagendra
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Softcover reprint of hardcover 1st ed. 2007
Volume:   41
Dimensions:   Width: 15.50cm , Height: 1.30cm , Length: 23.50cm
Weight:   0.454kg
ISBN:  

9783642072222


ISBN 10:   3642072224
Pages:   242
Publication Date:   30 November 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of print, replaced by POD   Availability explained
We will order this item for you from a manufatured on demand supplier.

Table of Contents

Vehicular Pollution.- Artificial Neutral Networks.- Vehicular Pollution Modelling–Conventional Aproach.- Vehicular Pollution Modelling -ANN Aproach.- Aplication of ANN based Vehicular Pollution Models.- Epilogue.

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