Traffic Simulation and Data - Winnie Daamen; Christine Buisson; Serge P. Hoogendoorn

Traffic Simulation and Data
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Autor: Winnie Daamen; Christine Buisson; Serge P. Hoogendoorn

 Wydawnictwo: Apple
ISBN: 9781482228700
EAN:
Format: ...
Oprawa: twarda
Stron: 260
Data wydania: 2014-09-01
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As a single source of information for researchers and professionals, Traffic Simulation and Data: Validation Methods and Applications offers a complete overview of traffic data collection, state estimation, calibration and validation methods for traffic modelling and simulation. It derives from the Multitude Project-a European Cost Action project that incorporated work packages defining traffic simulation practice and research; highway and network modeling; and synthesis, dissemination, and training. This book addresses the calibration and validation of traffic models, and introduces necessary frameworks and techniques, including ways to collect and enhance the necessary data. It also presents viable methods for sensitivity analyses, and incorporates relevant tools for application. The book begins with a brief summary of various data collection techniques that can be applied to collect different data types. It then showcases various data processing and enhancement techniques for improving the quality of collected data. It also introduces the techniques according to the type of estimation, for example, microscopic data enhancement, traffic state estimation, feature extraction and parameter identification techniques, and origin-destination (OD) matrix estimation. The material discusses the measures of performance, data error and goodness of fit, and optimization algorithms used to perform model calibration and validation. It also contains the sensitivity analyses of parameters in traffic models. Traffic Simulation and Data: Validation Methods and Applications serves as a key resource for transport engineers and planners, researchers, and graduate students in transport engineering and planning. Winnie Daamen is an associate professor at Delft University of Technology Christine Buisson is a directrice de recherche at IFSTTAR-Universite de Lyon, France Serge Hoogendoorn is a professor at Delft University of Technology

Książka "Traffic Simulation and Data"
Winnie Daamen; Christine Buisson; Serge P. Hoogendoorn