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On the Use of Abundant Road Speed Data for Travel Demand Calibration of Urban Traffic Simulators
4 references·0 citing·20 second hop
On the Use of Abundant Road Speed Data for Travel Demand Calibration of Urban Traffic Simulators (2023)On the Use of Abundant Road Speed Data fo…High-dimensional offline origin-destination (OD) demand calibration for stochastic traffic simulators of large-scale road networks (2019)High-dimensional offline orig…Accelerated on-line calibration of Dynamic Traffic Assignment using distributed Stochastic Gradient approximation (2010)Accelerated on-line calibrati…A gradient approximation approach for adjusting temporal origin–destination matrices (2010)A gradient approximation appr…Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control (2004)Introduction to Stochastic Se…Dynamic network models and driver information systems (1991)Estimation and prediction of time-dependent origin-destination flows (1996)Off-line calibration of Dynamic Traffic Assignment models (2006)Off-line calibration of a macroscopic Dynamic Traffic Assignment model: Iterative demand-supply parameters estimation (2014)An Overview of the Simultaneous Perturbation Method for Efficient Optimization (1998)Implementation of the simultaneous perturbation algorithm for stochastic optimization (1998)Transportation Systems Engineering: Theory and Methods (2001)Dynamic origin–destination demand flow estimation under congested traffic conditions (2013)Updating origin–destination matrices with aggregated data of GPS traces (2016)Hierarchical travel demand estimation using multiple data sources: A forward and backward propagation algorithmic framework on a layered computational graph (2018)A Stochastic Approximation Method (1951)Response surface methodology for constrained simulation optimization: An overview (2007)Monte Carlo sampling-based methods for stochastic optimization (2014)A unified framework for stochastic optimization (2018)Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Stochastic Kriging for Simulation Metamodeling (2009)INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL (2012)Metamodel-based simulation optimization: A systematic literature review (2021)Simulation-based optimization of large-scale dedicated bus lanes allocation: Using efficient machine learning models as surrogates (2022)Simulation-based dynamic origin–destination matrix estimation on freeways: A Bayesian optimization approach (2023)
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References

  • 2004Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control375 cited
  • 2010A gradient approximation approach for adjusting temporal origin–destination matrices123 cited
  • 2019High-dimensional offline origin-destination (OD) demand calibration for stochastic traffic simulators of large-scale road networks62 cited
  • 2010Accelerated on-line calibration of Dynamic Traffic Assignment using distributed Stochastic Gradient approximation8 cited

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