Intelligent Transport Systems: Neural Agent (Neugent) Models of Driver Behaviour - Softcover

Dia, Hussein; Panwai, Sakda

Softcover

ISBN 10: 3659528684 ISBN 13: 9783659528682

Publisher: LAP LAMBERT Academic Publishing, 2014

Synopsis

Our cities are increasingly becoming a complex network of systems that are instrumented and interconnected providing an opportunity for better management of vital infrastructure. An “Internet of Things” comprising sensors and mobile devices all communicating with each other to enhance infrastructure capability and resilience. In transport, the convergence of physical and digital worlds is creating unprecedented opportunities to enhance the travel experience for millions of people every day. A key to the success of these systems is a good understanding of driver behaviour under the influence of travel information. This book extends previous work by presenting a new generation of Neural Agent (Neugent) models to describe drivers’ decisions and compliance with information. The new models enhance the capabilities of existing tools in modelling the behaviour of heterogeneous drivers and dealing with the vagueness inherent in driver decision making and the information received from sensors and the road environment. This book also describes the traffic simulation and practical applications of the new models and how they serve as a valuable tool for researchers and practitioners alike.

About this title

About the Author

Hussein Dia is a Civil Engineer with leadership credentials in Intelligent Transport Systems. His research interests are in the convergence of technology, infrastructure and human elements in urban environments. Hussein is Fellow of the American Society of Civil Engineers and Fellow of the Institute of Transportation Engineers

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2014
• Language: English
• ISBN 10: 3659528684
• ISBN 13: 9783659528682
• Binding: Paperback
• Number of pages: 372