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Simulation-based optimization of toll pricing in large-scale urban networks using the network fundamental diagram: A cross-comparison of methods
16 references·15 citing·32 second hop
Simulation-based optimization of toll pricing in large-scale urban networks using the network fundamental diagram: A cross-comparison of methods (2020)Simulation-based optimization of toll pri…Simulation optimization: a review of algorithms and applications (2015)Simulation optimization: a re…Hybrid simulation–optimization methods: A taxonomy and discussion (2014)Hybrid simulation–optimizatio…INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL (2012)INTRODUCTION TO STOCHASTIC SE…A dynamic cordon pricing scheme combining the Macroscopic Fundamental Diagram and an agent-based traffic model (2012)A dynamic cordon pricing sche…Traffic congestion pricing methodologies and technologies (2011)Traffic congestion pricing me…2008 Winter Simulation Conference (2008)2008 Winter Simulation Confer…Mathematical and Economic Theory of Road Pricing (2005)Mathematical and Economic The…Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control (2004)Introduction to Stochastic Se…Optimization for Simulation: Theory vs. Practice (2002)Optimization for Simulation: …Feature Article: Optimization for simulation: Theory vs. Practice (2002)Feature Article: Optimization…Implementation of the simultaneous perturbation algorithm for stochastic optimization (1998)Implementation of the simulta…A MODIFIED LOGIT ROUTE CHOICE MODEL OVERCOMING PATH OVERLAPPING PROBLEMS. SPECIFICATION AND SOME CALIBRATION RESULTS FOR INTERURBAN NETWORKS (1996)A MODIFIED LOGIT ROUTE CHOICE…Optimization via simulation: A review (1994)Optimization via simulation: …Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Multivariate stochastic appro…Design and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Stochastic Estimation of the Maximum of a Regression Function (1952)Stochastic Estimation of the …Simulation-based optimization for transportation system analysis: State-of-the-art research and future endeavors (2025)Simulation-based optimization…Dynamic multi-region MFD stochastic user equilibrium: Formulation and parameter estimation in a large-scale case study (2025)Dynamic multi-region MFD stoc…Managing network congestion with link-based incentives: A surrogate-based optimization approach (2024)Managing network congestion w…MAGT-toll: A multi-agent reinforcement learning approach to dynamic traffic congestion pricing (2024)MAGT-toll: A multi-agent rein…Urban congestion pricing based on relative comfort and its impact on carbon emissions (2023)Urban congestion pricing base…Simulation-based dynamic origin–destination matrix estimation on freeways: A Bayesian optimization approach (2023)Simulation-based dynamic orig…Optimal coordinated congestion pricing for multiple regions: a surrogate-based approach (2023)Optimal coordinated congestio…Comparative Evaluation of Road Pricing Schemes: A Simulation Approach (Australian Perspective) (2023)Comparative Evaluation of Roa…Simulation-based optimization of large-scale dedicated bus lanes allocation: Using efficient machine learning models as surrogates (2022)Simulation-based optimization…Differential Congestion Pricing Strategies for Heterogeneous Users in the Mixed Traffic Condition (2022)Differential Congestion Prici…The greening of intercity travel: Environmental protection subsidy and HSR operation planning (2021)The greening of intercity tra…Joint routing and pricing control in congested mixed autonomy networks (2021)Joint routing and pricing con…Dynamic optimal congestion pricing in multi-region urban networks by application of a Multi-Layer-Neural network (2021)Dynamic optimal congestion pr…Dedicated bus lane network design under demand diversion and dynamic traffic congestion: An aggregated network and continuous approximation model approach (2021)Dedicated bus lane network de…An Open GMNS Dataset of a Dynamic Multi-Modal Transportation Network Model of Melbourne, Australia (2021)An Open GMNS Dataset of a Dyn…A Stochastic Approximation Method (1951)Acceleration of Stochastic Approximation by Averaging (1992)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)The Economics of Welfare (1933)CONGESTION THEORY AND TRANSPORT INVESTMENT (1969)The Economics of Urban Transportation (2007)Managing rush hour travel choices with tradable credit scheme (2013)Congestion pricing in a world of self-driving vehicles: An analysis of different strategies in alternative future scenarios (2018)Congestion pricing practices and public acceptance: A review of evidence (2018)Simulation Modeling and Analysis. (1983)Stochastic Modeling and the Theory of Queues (1989)The Knowledge-Gradient Policy for Correlated Normal Beliefs (2009)Simulation for manufacturing system design and operation: Literature review and analysis (2014)ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)Introduction to Stochastic Programming (2011)Optimising Forecasting Models for Inventory Planning (2019)Exploratory modeling for analyzing coupled human-natural systems under uncertainty (2020)Metamodel-based simulation optimization: A systematic literature review (2021)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)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)An Overview of the Simultaneous Perturbation Method for Efficient Optimization (1998)Adaptive stochastic approximation by the simultaneous perturbation method (2000)Simulation-based optimal Bayesian experimental design for nonlinear systems (2012)Emergency medical services and beyond: Addressing new challenges through a wide literature review (2016)A unified framework for stochastic optimization (2018)NETWORK KNOWLEDGE AND ROUTE CHOICE (2002)Route choice of cyclists in Zurich (2010)A link based network route choice model with unrestricted choice set (2013)
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References

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  • 1992Multivariate stochastic approximation using a simultaneous perturbation gradient approximation2,282 cited
  • 1952Stochastic Estimation of the Maximum of a Regression Function2,134 cited
  • 2012INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL1,004 cited
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  • 2002Feature Article: Optimization for simulation: Theory vs. Practice742 cited
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  • 2014Hybrid simulation–optimization methods: A taxonomy and discussion

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271 cited
  • 2012A dynamic cordon pricing scheme combining the Macroscopic Fundamental Diagram and an agent-based traffic model213 cited
  • Cited by

    • 2021Joint routing and pricing control in congested mixed autonomy networks46 cited
    • 2021Dynamic optimal congestion pricing in multi-region urban networks by application of a Multi-Layer-Neural network44 cited
    • 2022Simulation-based optimization of large-scale dedicated bus lanes allocation: Using efficient machine learning models as surrogates40 cited
    • 2023Simulation-based dynamic origin–destination matrix estimation on freeways: A Bayesian optimization approach39 cited
    • 2021Dedicated bus lane network design under demand diversion and dynamic traffic congestion: An aggregated network and continuous approximation model approach28 cited
    • 2021The greening of intercity travel: Environmental protection subsidy and HSR operation planning17 cited
    • 2023Optimal coordinated congestion pricing for multiple regions: a surrogate-based approach11 cited
    • 2024Managing network congestion with link-based incentives: A surrogate-based optimization approach11 cited
    • 2021An Open GMNS Dataset of a Dynamic Multi-Modal Transportation Network Model of Melbourne, Australia9 cited
    • 2025Dynamic multi-region MFD stochastic user equilibrium: Formulation and parameter estimation in a large-scale case study8 cited
    • 2022Differential Congestion Pricing Strategies for Heterogeneous Users in the Mixed Traffic Condition7 cited
    • 2024MAGT-toll: A multi-agent reinforcement learning approach to dynamic traffic congestion pricing7 cited
    • 2025Simulation-based optimization for transportation system analysis: State-of-the-art research and future endeavors6 cited
    • 2023Comparative Evaluation of Road Pricing Schemes: A Simulation Approach (Australian Perspective)6 cited
    • 2023Urban congestion pricing based on relative comfort and its impact on carbon emissions5 cited