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MetroZero: Deep Reinforcement Learning and Monte Carlo Tree Search for Optimized Metro Network Expansion
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MetroZero: Deep Reinforcement Learning and Monte Carlo Tree Search for Optimized Metro Network Expansion (2024)MetroZero: Deep Reinforcement Learning an…Designing Metro Network Expansion: Deterministic and Robust Optimization Models (2023)Designing Metro Network Expan…How urban metro networks grow: From a complex network perspective (2022)How urban metro networks grow…Evaluating the value of new metro lines using route diversity measures: The case of Hong Kong's Mass Transit Railway system (2021)Evaluating the value of new m…Data-Driven Transit Network Design at Scale (2021)Data-Driven Transit Network D…Metro system disruption management and substitute bus service: a systematic review and future directions (2020)Metro system disruption manag…City Metro Network Expansion with Reinforcement Learning (2020)City Metro Network Expansion …Route Network Design of Community Shuttle for Metro Stations Through Genetic Algorithm Optimization (2019)Route Network Design of Commu…Metaheuristics for the transit route network design problem: a review and comparative analysis (2019)Metaheuristics for the transi…Strategic network expansion of urban rapid transit systems: A bi-objective programming model (2018)Strategic network expansion o…Complete hierarchical multi-objective genetic algorithm for transit network design problem (2018)Complete hierarchical multi-o…Corridor-based metro network design with travel flow capture (2017)Corridor-based metro network …Path based algorithms for metro network design (2015)Path based algorithms for met…Tabu Search Strategies for the Public Transportation Network Optimizations with Variable Transit Demand (2008)Tabu Search Strategies for th…Using a Simulated Annealing Algorithm to Solve the Transit Route Network Design Problem (2006)Using a Simulated Annealing A…A Parallel Ant Colony Algorithm for Bus Network Optimization (2006)A Parallel Ant Colony Algorit…A heuristic for the location of a rapid transit line (2002)A heuristic for the location …Hybrid route generation heuristic algorithm for the design of transit networks (1995)Genetic Algorithms for Optimal Urban Transit Network Design (2003)A Hybrid Bilevel Model for the Optimal Shelter Assignment in Emergency Evacuations (2010)The transit network design problem with elastic demand and internalisation of external costs: An application to rail frequency optimisation (2011)Transit route network design-maximizing direct and transfer demand density (2012)CHARACTERISTICS OF METRO NETWORKS AND METHODOLOGY FOR THEIR EVALUATION (1988)Locating rapid transit lines (1995)The Design of Rapid Transit Networks (2015)The optimization of bus rapid transit route based on an improved particle swarm optimization (2016)Concurrent optimization of mountain railway alignment and station locations using a distance transform algorithm (2018)Bus network design (1986)Discrete Choice Analysis: Theory and Application to Travel Demand. 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(1943)The 15-minute walkable neighborhoods: Measurement, social inequalities and implications for building healthy communities in urban China (2019)Introducing the “15-Minute City”: Sustainability, Resilience and Place Identity in Future Post-Pandemic Cities (2021)Urban dynamics unveiled: A comprehensive analysis of Beijing’s subway evolution over the past decade (2024)Comparative study on coordinated optimization of urban rail transit passenger flow intensity and land development density: A multi-city analysis framework (2025)Spatiotemporal Dynamics and Multi-Scale Equity Evaluation of Urban Rail Accessibility: Evidence from Hangzhou (2025)
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References

  • 2006Using a Simulated Annealing Algorithm to Solve the Transit Route Network Design Problem206 cited
  • 2006A Parallel Ant Colony Algorithm for Bus Network Optimization163 cited
  • 2018Complete hierarchical multi-objective genetic algorithm for transit network design problem138 cited
  • 2019Metaheuristics for the transit route network design problem: a review and comparative analysis130 cited
  • 2008Tabu Search Strategies for the Public Transportation Network Optimizations with Variable Transit Demand119 cited
  • 2002A heuristic for the location of a rapid transit line79 cited
  • 2021Evaluating the value of new metro lines using route diversity measures: The case of Hong Kong's Mass Transit Railway system72 cited
  • 2020Metro system disruption management and substitute bus service: a systematic review and future directions56 cited
  • 2022How urban metro networks grow: From a complex network perspective43 cited
  • 2015Path based algorithms for metro network design38 cited
  • 2017Corridor-based metro network design with travel flow capture27 cited
  • 2020City Metro Network Expansion with Reinforcement Learning23 cited
  • 2021Data-Driven Transit Network Design at Scale23 cited
  • 2018Strategic network expansion of urban rapid transit systems: A bi-objective programming model21 cited

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  • 2019Route Network Design of Community Shuttle for Metro Stations Through Genetic Algorithm Optimization16 cited
  • 2023Designing Metro Network Expansion: Deterministic and Robust Optimization Models13 cited
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