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Off-Line Calibration of Dynamic Traffic Assignment- Analysis, Algorithms and Applications

Off-Line Calibration of Dynamic Traffic Assignment- Analysis, Algorithms and Applications

Ramachandran Balakrishna

60,05 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2007
Materia
Enseñanza de una materia específica
ISBN:
9783836420891
60,05 €
IVA incluido
Disponible

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Dynamic Traffic Assignment (DTA) models estimate and predict the evolutionof congestion through detailed models and algorithms that capture traveldemand, network supply and their complex interactions. The availability ofrich time-varying traffic data spanning multiple days, collected by automaticsurveillance technology, provides the opportunity to calibrate such a DTAmodel’s many inputs and parameters so that its outputs reflect field conditions.DTA models are generally calibrated sequentially: supply model calibration(assuming known demand inputs) is followed by demand calibrationwith fixed supply parameters. This book develops an off-line DTA modelcalibration methodology for the simultaneous estimation of all demand andsupply inputs and parameters, using sensor data. A complex, non-linear,stochastic optimization problem is solved, using any general traffic data. Casestudies with DynaMIT, a DTA model with traffic estimation and predictioncapabilities, indicate that the simultaneous approach significantly outperformsthe sequential state of the art. This book is addressed to professionalsand researchers who apply large-scale transportation models.

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