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Books > Earth & environment > Regional & area planning > Transport planning & policy
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Traffic Simulation and Data - Validation Methods and Applications (Hardcover)
Loot Price: R6,288
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Traffic Simulation and Data - Validation Methods and Applications (Hardcover)
Expected to ship within 18 - 22 working days
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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 for traffic modelling and
simulation. It derives from the Multitude Project-a European Cost
Action project that incorporates 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. It also includes 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 matrix estimation. The material
discusses the measures of performance, data error and goodness of
fit, and optimization algorithms. It also contains the sensitivity
analyses of parameters in traffic models. Describes the various
tasks of calibration and validation Considers the best use of
available data Presents the sensitivity analysis method Discusses
typical issues of data error in transportation system data and how
these errors can impact simulation results Details various
methodologies for data collection, sensitivity analysis,
calibration, and validation Examines benefits that result from the
application of these methods 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.
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