Artificial Neural Networks in Vehicular Pollution Modelling (Studies in Computational Intelligence (41))

Khare, Mukesh, Nagendra, S.M. Shiva

ISBN 10: 3642072224 / ISBN 13: 9783642072222

Published by Springer, 2010

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Seller Inventory # ERICA78736420722246

Bibliographic Details

• Title: Artificial Neural Networks in Vehicular Pollution Modelling (Studies in Computational Intelligence (41))
• Publisher: Springer
• Publication Date: 2010
• Language: English
• ISBN 10: 3642072224
• ISBN 13: 9783642072222
• Binding: Paperback
• Condition: Like New
• Book Type: book

About this title

Synopsis

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.