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Computational Intelligence for Traffic and Mobility

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This book presents the new development of computation intelligence for traffic, transportation and mobility, the main contents include traffic safety, mobility analysis, intelligent transportation system, smart vehicle, transportation behavior, driver modeling and assistance, transportation risk analysis and reliability system analysis, vehicle operation and active safety, urban traffic management and planning.

Author(s): Kris Brijs, Ellen Jongen, Geert Wets (auth.), Wuhong Wang, Geert Wets (eds.)
Series: Atlantis Computational Intelligence Systems 8
Edition: 1
Publisher: Atlantis Press
Year: 2013

Language: English
Pages: 340
Tags: Information Systems and Communication Service; Simulation and Modeling

Front Matter....Pages i-xi
Sequential Advanced Guide Signing for Work Zone Related Rerouting on Highways: The Effect of Longitudinal Location on the Driver’s Trajectory Control....Pages 1-18
The Relationship between Driver Fatigue and Monotonous Road Environment....Pages 19-36
Driving Situation Awareness in Transport Operations....Pages 37-56
Container Drayage Operations at Intermodal Terminals: A Deterministic Annealing Approach....Pages 57-70
Application of Genetic Algorithm to Optimize Transit Schedule under Time-Dependent Demand....Pages 71-88
Validation of an Activity-Based Traffic Demand Model for Flanders Implemented in the FEATHERS Simulation Platform....Pages 89-105
Driver Behaviour in Conflict with Redcrossing Pedestrians on Urban Crosswalk....Pages 107-127
Cellular Automaton Model and Simulation of Traffic and Mobility Operations....Pages 129-158
A Data Imputation Method with Support Vector Machines for Activity-Based Transportation Models....Pages 159-171
VLSN Search Method Based Hubs Location and Service Frequency Determination for the Intermodal Freight Transportation Network....Pages 173-195
Quantitative Risk Assessment for Traffic and Mobility Safety....Pages 197-222
Investigating the Progress towards Sustainable Road Transport in Europe: Lessons Learned from a DEA-based Malmquist Productivity Index....Pages 223-242
Modeling of Traffic Behavior in Traffic Safety Using a Reliability Approach....Pages 243-265
Applications of Multi-Source Traffic Data on Mobility Analysis for Urban Road Network....Pages 267-296
Practical Methods in Traffic Demand Forecasting Model....Pages 297-319
Back Matter....Pages 321-337