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Dynamic Origin-Destination Matrix Estimation with ICT Traffic Measurements using SPSA
12 references·0 citing·37 second hop
Dynamic Origin-Destination Matrix Estimation with ICT Traffic Measurements using SPSA (2021)Dynamic Origin-Destination Matrix Estimat…PC–SPSA: Employing Dimensionality Reduction to Limit SPSA Search Noise in DTA Model Calibration (2019)PC–SPSA: Employing Dimensiona…Origin-Destination Matrix Estimation Using Big Traffic Data: A Structural Perspective (2019)Origin-Destination Matrix Est…A data driven method for OD matrix estimation (2019)A data driven method for OD m…Robust SPSA algorithms for dynamic OD matrix estimation (2018)Robust SPSA algorithms for dy…Dynamic origin-destination matrix calibration for large-scale network simulators (2018)Dynamic origin-destination ma…Origin-Destination Estimation Using Probe Vehicle Trajectory and Link Counts (2017)Origin-Destination Estimation…W–SPSA in Practice: Approximation of Weight Matrices and Calibration of Traffic Simulation Models (2015)W–SPSA in Practice: Approxima…W-SPSA in practice: Approximation of weight matrices and calibration of traffic simulation models (2015)W-SPSA in practice: Approxima…Towards a generic benchmarking platform for origin–destination flows estimation/updating algorithms: Design, demonstration and validation (2015)Towards a generic benchmarkin…Estimation of Dynamic Origin–Destination Matrices Using Linear Assignment Matrix Approximations (2012)Estimation of Dynamic Origin–…Dynamic origin–destination estimation in congested networks: theoretical findings and implications in practice (2011)Dynamic origin–destination es…An Overview of the Simultaneous Perturbation Method for Efficient Optimization (1998)An Overview of the Simultaneo…The most likely trip matrix estimated from traffic counts (1980)Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Models and algorithms for road network design: a review and some new developments (1998)Hierarchical travel demand estimation using multiple data sources: A forward and backward propagation algorithmic framework on a layered computational graph (2018)A data driven method for OD matrix estimation (2019)Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs (2020)Dynamic Estimators of Origin-Destination Matrices Using Traffic Counts (1993)Implementation of the simultaneous perturbation algorithm for stochastic optimization (1998)Transportation Systems Engineering: Theory and Methods (2001)c-SPSA: Cluster-wise simultaneous perturbation stochastic approximation algorithm and its application to dynamic origin–destination matrix estimation (2015)Simulation-based dynamic origin–destination matrix estimation on freeways: A Bayesian optimization approach (2023)Heuristic algorithms for the bilevel origin-destination matrix estimation problem (1995)Estimating dynamic origin–destination demand: A hybrid framework using license plate recognition data (2020)NETWORK KNOWLEDGE AND ROUTE CHOICE (2002)Generating macroscopic, purpose-dependent trips through Monte Carlo sampling techniques (2017)A Big Data Demand Estimation Model for Urban Congested Networks (2020)Travel demand matrix estimation for strategic road traffic assignment models with strict capacity constraints and residual queues (2022)Estimation of trip matrices from traffic counts and survey data: A generalized least squares estimator (1984)Estimating Origin-Destination Flows Using Mobile Phone Location Data (2011)Development of origin–destination matrices using mobile phone call data (2014)An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques (2024)Stochastic Approximation Algorithms and Applications (1998)A gradient approximation approach for adjusting temporal origin–destination matrices (2010)A Review of Modern Computational Algorithms for Bayesian Optimal Design (2015)Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework (2019)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)High-dimensional offline origin-destination (OD) demand calibration for stochastic traffic simulators of large-scale road networks (2019)Metamodel-based simulation optimization: A systematic literature review (2021)Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)A Data Driven Approach to Match Demand and Supply for Public Transport Planning (2020)A practical approach to assignment-free Dynamic Origin–Destination Matrix Estimation problem (2021)Dynamic demand estimation on large scale networks using Principal Component Analysis: The case of non-existent or irrelevant historical estimates (2022)Adaptive stochastic approximation by the simultaneous perturbation method (2000)A Bayesian Optimization Approach for Calibrating Large-Scale Activity-Based Transport Models (2023)A two-stage stochastic programming approach for dynamic OD estimation using LBSN data (2023)Meta-heuristic aggregate calibration of transport models exploiting data collected in mobility (2023)
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References

  • 1998An Overview of the Simultaneous Perturbation Method for Efficient Optimization435 cited
  • 2015Towards a generic benchmarking platform for origin–destination flows estimation/updating algorithms: Design, demonstration and validation128 cited
  • 2017Origin-Destination Estimation Using Probe Vehicle Trajectory and Link Counts91 cited
  • 2018Dynamic origin-destination matrix calibration for large-scale network simulators87 cited
  • 2012Estimation of Dynamic Origin–Destination Matrices Using Linear Assignment Matrix Approximations80 cited
  • 2011Dynamic origin–destination estimation in congested networks: theoretical findings and implications in practice66 cited
  • 2015W–SPSA in Practice: Approximation of Weight Matrices and Calibration of Traffic Simulation Models62 cited
  • 2015W-SPSA in practice: Approximation of weight matrices and calibration of traffic simulation models43 cited
  • 2019A data driven method for OD matrix estimation40 cited
  • 2019PC–SPSA: Employing Dimensionality Reduction to Limit SPSA Search Noise in DTA Model Calibration37 cited
  • 2018Robust SPSA algorithms for dynamic OD matrix estimation26 cited
  • 2019Origin-Destination Matrix Estimation Using Big Traffic Data: A Structural Perspective9 cited

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