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An Efficient Simulation-Based Travel Demand Calibration Algorithm for Large-Scale Metropolitan Traffic Models
16 references·0 citing·33 second hop
An Efficient Simulation-Based Travel Demand Calibration Algorithm for Large-Scale Metropolitan Traffic Models (2021)An Efficient Simulation-Based Travel Dema…High-dimensional offline origin-destination (OD) demand calibration for stochastic traffic simulators of large-scale road networks (2019)High-dimensional offline orig…Dynamic origin-destination matrix calibration for large-scale network simulators (2018)Dynamic origin-destination ma…W–SPSA in Practice: Approximation of Weight Matrices and Calibration of Traffic Simulation Models (2015)W–SPSA in Practice: Approxima…c-SPSA: Cluster-wise simultaneous perturbation stochastic approximation algorithm and its application to dynamic origin–destination matrix estimation (2015)c-SPSA: Cluster-wise simultan…An enhanced SPSA algorithm for the calibration of Dynamic Traffic Assignment models (2014)An enhanced SPSA algorithm fo…INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL (2012)INTRODUCTION TO STOCHASTIC SE…Estimation of Dynamic Origin–Destination Matrices Using Linear Assignment Matrix Approximations (2012)Estimation of Dynamic Origin–…A gradient approximation approach for adjusting temporal origin–destination matrices (2010)A gradient approximation appr…Calibration of Dynamic Traffic Assignment Models with Point-to-Point Traffic Surveillance (2009)Calibration of Dynamic Traffi…Stochastic kriging for simulation metamodeling (2008)Stochastic kriging for simula…Offline Calibration of Dynamic Traffic Assignment (2007)Offline Calibration of Dynami…Off-line calibration of Dynamic Traffic Assignment models (2006)Off-line calibration of Dynam…An Efficient Algorithm for Real-Time Estimation and Prediction of Dynamic OD Tables (2004)An Efficient Algorithm for Re…Origin-Destination Matrices Estimated with a Genetic Algorithm from Link Traffic Counts (2001)Origin-Destination Matrices E…Creating synthetic baseline populations (1996)Creating synthetic baseline p…Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Multivariate stochastic appro…A Stochastic Approximation Method (1951)Stochastic Estimation of the Maximum of a Regression Function (1952)Efficient calibration techniques for large-scale traffic simulators (2017)Bayesian optimization techniques for high-dimensional simulation-based transportation problems (2022)Time-dependent estimation of origin–destination matrices using partial path data and link counts (2023)Implementation of the simultaneous perturbation algorithm for stochastic optimization (1998)Foundations of Dynamic Traffic Assignment: The Past, the Present and the Future (2001)Towards a generic benchmarking platform for origin–destination flows estimation/updating algorithms: Design, demonstration and validation (2015)Hierarchical travel demand estimation using multiple data sources: A forward and backward propagation algorithmic framework on a layered computational graph (2018)An evaluation of activity-based travel analysis (1988)Activity‐based approaches to travel analysis: conceptual frameworks, models, and research problems (1992)TRANSIMS: Transportation analysis and simulation system (1995)Microsimulating urban systems (2003)Simulation based population synthesis (2013)Neighborhood Income Composition by Household Race and Income, 1990–2009 (2015)A unified framework for estimating or updating origin/destination matrices from traffic counts (1988)Dynamic Estimators of Origin-Destination Matrices Using Traffic Counts (1993)An Overview of the Simultaneous Perturbation Method for Efficient 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)The most likely trip matrix estimated from traffic counts (1980)Entropy in urban and regional modelling (2021)Estimation and Prediction of Time-Dependent Origin-Destination Flows with a Stochastic Mapping to Path Flows and Link Flows (2002)Stochastic Kriging for Simulation Metamodeling (2009)A novel approach for the structural comparison of origin-destination matrices: Levenshtein distance (2020)Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs (2020)Metamodel-based simulation optimization: A systematic literature review (2021)State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments (2005)Computational methods in optimization considering uncertainties – An overview (2008)Information-seeking, curiosity, and attention: computational and neural mechanisms (2013)Feature Article: Optimization for simulation: Theory vs. Practice (2002)Simulation optimization: a review of algorithms and applications (2015)
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References

  • 1992Multivariate stochastic approximation using a simultaneous perturbation gradient approximation2,282 cited
  • 2012INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL1,004 cited
  • 1996Creating synthetic baseline populations491 cited
  • 2004An Efficient Algorithm for Real-Time Estimation and Prediction of Dynamic OD Tables163 cited
  • 2014An enhanced SPSA algorithm for the calibration of Dynamic Traffic Assignment models135 cited
  • 2010A gradient approximation approach for adjusting temporal origin–destination matrices123 cited
  • 2006Off-line calibration of Dynamic Traffic Assignment models107 cited
  • 2007Offline Calibration of Dynamic Traffic Assignment102 cited
  • 2018Dynamic origin-destination matrix calibration for large-scale network simulators87 cited
  • 2015c-SPSA: Cluster-wise simultaneous perturbation stochastic approximation algorithm and its application to dynamic origin–destination matrix estimation85 cited
  • 2012Estimation of Dynamic Origin–Destination Matrices Using Linear Assignment Matrix Approximations80 cited
  • 2009Calibration of Dynamic Traffic Assignment Models with Point-to-Point Traffic Surveillance72 cited
  • 2001Origin-Destination Matrices Estimated with a Genetic Algorithm from Link Traffic Counts64 cited
  • 2019High-dimensional offline origin-destination (OD) demand calibration for stochastic traffic simulators of large-scale road networks

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62 cited
  • 2015W–SPSA in Practice: Approximation of Weight Matrices and Calibration of Traffic Simulation Models62 cited
  • 2008Stochastic kriging for simulation metamodeling34 cited
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