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Learning heuristics for transit network design and improvement with deep reinforcement learning
16 references·0 citing·33 second hop
Learning heuristics for transit network design and improvement with deep reinforcement learning (2025)Learning heuristics for transit network d…Public transit cuts during COVID-19 compound social vulnerability in 22 US cities (2022)Public transit cuts during CO…Deep Reinforcement Learning based dynamic optimization of bus timetable (2022)Deep Reinforcement Learning b…Analysis and Optimization of Urban Public Transport Lines Based on Multiobjective Adaptive Particle Swarm Optimization (2021)Analysis and Optimization of …A survey on the transit network design and frequency setting problem (2021)A survey on the transit netwo…The impacts of COVID-19 pandemic on public transit demand in the United States (2020)The impacts of COVID-19 pande…A heuristic aided Stochastic Beam Search algorithm for solving the transit network design problem (2019)A heuristic aided Stochastic …Solving urban transit route design problem using selection hyper-heuristics (2018)Solving urban transit route d…Multiple Criteria Decision Aid: Methods, Examples and Python Implementations (2018)Multiple Criteria Decision Ai…Transit network design by Bee Colony Optimization (2013)Transit network design by Bee…New heuristic and evolutionary operators for the multi-objective urban transit routing problem (2013)New heuristic and evolutionar…Transit Route Network Design Problem: Review (2009)Transit Route Network Design …Transit network design and scheduling: A global review (2008)Transit network design and sc…Simultaneous optimization of transit line configuration and passenger line assignment (2006)Simultaneous optimization of …Dynamic Bus Arrival Time Prediction with Artificial Neural Networks (2002)Dynamic Bus Arrival Time Pred…Parallel modelling and neural networks: An overview for transportation/land use systems (1997)Parallel modelling and neural…Evaluation and optimization of urban public transportation networks (1980)Evaluation and optimization o…Discrete Choice Analysis (1985)Using GPS Data to Gain Insight into Public Transport Travel Time Variability (2009)Bus arrival time prediction at bus stop with multiple routes (2011)Perceived accessibility, mobility, and connectivity of public transportation systems (2015)Network Design and Transportation Planning: Models and Algorithms (1984)Bus network design (1986)Urban Bus Transit Route Network Design Using Genetic Algorithm (1998)Multi-Objective Transit Route Network Design as Set Covering Problem (2015)A differential evolution for simultaneous transit network design and frequency setting problem (2018)Optimal strategies: A new assignment model for transit networks (1989)Transit capacity and quality of service manual (2003)Bus stop-skipping scheme with random travel time (2013)Transit route and frequency design: Bi-level modeling and hybrid artificial bee colony algorithm approach (2014)An efficient approach to solving the road network equilibrium traffic assignment problem (1975)Assessing the cost of transfer inconvenience in public transport systems: A case study of the London Underground (2010)A review of urban transportation network design problems (2013)Planning, operation, and control of bus transport systems: A literature review (2015)Integrating underground line design with existing public transportation systems to increase transit network connectivity: Case study in Greater Cairo (2020)Multi-period portfolio optimization using a deep reinforcement learning hyper-heuristic approach (2023)Understanding commuting patterns using transit smart card data (2016)Public transit use in the United States in the era of COVID-19: Transit riders’ travel behavior in the COVID-19 impact and recovery period (2021)The impact of the COVID-19 pandemic on people's mobility: A longitudinal study of the U.S. from March to September of 2020 (2021)Why has public transit ridership declined in the United States? (2022)Hybrid route generation heuristic algorithm for the design of transit networks (1995)Line planning in public transportation: models and methods (2011)Transit route network design-maximizing direct and transfer demand density (2012)Transit network design by genetic algorithm with elitism (2014)Mathematical programming formulations for transit network design (2015)Complete hierarchical multi-objective genetic algorithm for transit network design problem (2018)CB-Planner: A bus line planning framework for customized bus systems (2019)A Reinforcement Learning approach for bus network design and frequency setting optimisation (2023)A simulation-based optimization approach for designing transit networks (2023)Similarity and economy of scale in urban transportation networks and optimal transport-based infrastructures (2024)
this work references cited by second hop

References

  • 2008Transit network design and scheduling: A global review671 cited
  • 2002Dynamic Bus Arrival Time Prediction with Artificial Neural Networks359 cited
  • 2009Transit Route Network Design Problem: Review318 cited
  • 1980Evaluation and optimization of urban public transportation networks313 cited
  • 2020The impacts of COVID-19 pandemic on public transit demand in the United States297 cited
  • 2013Transit network design by Bee Colony Optimization187 cited
  • 2006Simultaneous optimization of transit line configuration and passenger line assignment180 cited
  • 2013New heuristic and evolutionary operators for the multi-objective urban transit routing problem103 cited
  • 2018Solving urban transit route design problem using selection hyper-heuristics102 cited
  • 2021A survey on the transit network design and frequency setting problem82 cited
  • 2021Analysis and Optimization of Urban Public Transport Lines Based on Multiobjective Adaptive Particle Swarm Optimization78 cited
  • 2022Public transit cuts during COVID-19 compound social vulnerability in 22 US cities71 cited
  • 2018Multiple Criteria Decision Aid: Methods, Examples and Python Implementations53 cited
  • 2022Deep Reinforcement Learning based dynamic optimization of bus timetable51 cited

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2019
A heuristic aided Stochastic Beam Search algorithm for solving the transit network design problem
48 cited
  • 1997Parallel modelling and neural networks: An overview for transportation/land use systems47 cited
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