Taoran Song

30 papers Journal 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hybrid proximal policy optimization and particle swarm algorithm for highway alignment optimization.
Adv. Eng. Informatics
Hao Pu, Qingxin Zeng, Taoran Song, Paul M. Schonfeld, Guanghui Wang, Wei Li, Lihui Peng, Jianping Hu
2026 J jnl
Two-stage automated design of railway vertical alignments with topography-driven Fourier transform and constrained A-Star search.
Eng. Appl. Artif. Intell.
Taoran Song, Hao Pu, Hong Zhang, Paul M. Schonfeld, Lihui Peng
2025 J jnl
An event tree-based distance transform algorithm for simultaneously determining mountain railway alignments and station locations.
Expert Syst. Appl.
Xinjie Wan, Hao Pu, Taoran Song, Paul M. Schonfeld, Yang Ran, Wei Li, Jianping Hu
2025 J jnl
Data-driven distributionally robust optimization of railway alignments in earthquake-prone regions considering active fault zone risks.
Comput. Aided Civ. Infrastructure Eng.
Taoran Song, Hao Pu, Tony T. Y. Yang, Paul M. Schonfeld, Wei Guo, Xiao Pan, Jianping Hu
2025 J jnl
Many-Objective Optimization of Railway Alignments With Strengthened Pareto Dominance Analysis.
IEEE Trans. Intell. Transp. Syst.
Taoran Song, Hao Pu, Paul M. Schonfeld, Tony T. Y. Yang, Jianping Hu
2025 J jnl
Multi-task graph-based model for metro flow prediction under dynamic urban conditions.
Comput. Aided Civ. Infrastructure Eng.
Lu Zhao, Linmu Zou, Zijia Wang, Taoran Song, Paul M. Schonfeld, Feng Chen, Rui Li, Pengcheng Li
2025 J jnl
Transformer-guided optimization of railway alignments using an adaptive rapidly-exploring random tree algorithm.
Appl. Soft Comput.
Xinjie Wan, Hao Pu, Paul M. Schonfeld, Yang Ran, Taoran Song, Lihui Peng
2024 J jnl
A 3D Monte Carlo tree search method for railway alignment optimization.
Appl. Soft Comput.
Guanghui Wang, Hao Pu, Taoran Song, Paul M. Schonfeld, Wei Li, Hong Zhang, Lihui Peng, Jianping Hu, Junfei Qiao
2024 J jnl
A 3D-RRT-star algorithm for optimizing constrained mountain railway alignments.
Eng. Appl. Artif. Intell.
Hao Pu, Xinjie Wan, Taoran Song, Paul M. Schonfeld, Lihui Peng
2024 J jnl
Knowledge graph-driven mountain railway alignment optimization integrating karst hazard assessment.
Appl. Soft Comput.
Hao Pu, Ting Hu, Taoran Song, Paul M. Schonfeld, Wei Li, Lihui Peng
2024 J jnl
Modeling and application of a customized knowledge graph for railway alignment optimization.
Expert Syst. Appl.
Hao Pu, Ting Hu, Taoran Song, Paul M. Schonfeld, Xinjie Wan, Wei Li, Lihui Peng
2024 J jnl
Mountain railway alignment optimization based on landform recognition and presetting of dominating structures.
Comput. Aided Civ. Infrastructure Eng.
Xinjie Wan, Hao Pu, Paul M. Schonfeld, Taoran Song, Wei Li, Lihui Peng, Jianping Hu, Ming Zhang
2024 J jnl
Multi-Task Deep Learning Methods for Determining Railway Major Technical Standards.
IEEE Trans. Intell. Transp. Syst.
Hao Pu, Guanghui Wang, Taoran Song, Paul M. Schonfeld, Hong Zhang
2024 J jnl
Optimizing net present values of risk avoidance for mountain railway alignments with seismic performance evaluation.
Comput. Aided Civ. Infrastructure Eng.
Taoran Song, Hao Pu, Tony T. Y. Yang, Paul M. Schonfeld, Wei Li, Jianping Hu
2024 J jnl
Railway alignment optimization in regions with densely-distributed obstacles based on semantic topological maps.
Integr. Comput. Aided Eng.
Xinjie Wan, Hao Pu, Paul M. Schonfeld, Taoran Song, Wei Li, Lihui Peng
2024 J jnl
Recreating horizontal alignments of existing railways with a hybrid analytic and harmony search algorithm.
Eng. Appl. Artif. Intell.
Hao Pu, Huidan Fu, Taoran Song, Paul M. Schonfeld, Xianbao Peng
2023 J jnl
A Review of Alignment Optimization Research for Roads, Railways and Rail Transit Lines.
IEEE Trans. Intell. Transp. Syst.
Taoran Song, Paul M. Schonfeld, Hao Pu
2023 J jnl
A geographic information model for 3-D environmental suitability analysis in railway alignment optimization.
Integr. Comput. Aided Eng.
Hao Pu, Xinjie Wan, Taoran Song, Paul M. Schonfeld, Wei Li, Jianping Hu
2023 J jnl
Mountain railway alignment optimization integrating layouts of large-scale auxiliary construction projects.
Comput. Aided Civ. Infrastructure Eng.
Taoran Song, Hao Pu, Paul M. Schonfeld, Zhu Liang, Ming Zhang, Jianping Hu, Yuhui Zhou, Zhanjun Xu
2023 J jnl
Railway Alignment Optimization Under Uncertainty With a Minimax Robust Method.
IEEE Intell. Transp. Syst. Mag.
Taoran Song, Hao Pu, Paul M. Schonfeld, Jianping Hu
2023 J jnl
Vertical alignment optimization of mountain railways with terrain-driven greedy algorithm improved by Monte Carlo tree search.
Comput. Aided Civ. Infrastructure Eng.
Hong Zhang, Taoran Song, Paul M. Schonfeld, Hao Pu, Wei Li, Jianping Hu, Linya Liu
2022 J jnl
Railway Alignment Optimization Considering Lifecycle Costs.
IEEE Intell. Transp. Syst. Mag.
Hong Zhang, Hao Pu, Paul M. Schonfeld, Taoran Song, Wei Li, Jianping Hu
2022 J jnl
Response to discussion on "Simultaneous Optimization of 3-D Alignments and Station Locations for Dedicated High-Speed Railways, " Computer-Aided Civil and Infrastructure Engineering, 37: 4, March 2022.
Comput. Aided Civ. Infrastructure Eng.
Taoran Song, Hao Pu, Paul M. Schonfeld, Hong Zhang, Wei Li, Jianping Hu
2022 J jnl
Simultaneous optimization of 3D alignments and station locations for dedicated high-speed railways.
Comput. Aided Civ. Infrastructure Eng.
Taoran Song, Hao Pu, Paul M. Schonfeld, Hong Zhang, Wei Li, Jianping Hu
2021 J jnl
Bi-objective mountain railway alignment optimization incorporating seismic risk assessment.
Comput. Aided Civ. Infrastructure Eng.
Taoran Song, Hao Pu, Paul M. Schonfeld, Hong Zhang, Wei Li, Jianping Hu, Jie Wang, Jianxi Wang
2020 J jnl
Mountain railway alignment optimization considering geological impacts: A cost-hazard bi-objective model.
Comput. Aided Civ. Infrastructure Eng.
Taoran Song, Hao Pu, Paul M. Schonfeld, Hong Zhang, Wei Li, Jianping Hu, Jie Wang
2020 J jnl
Multi-objective railway alignment optimization considering costs and environmental impacts.
Appl. Soft Comput.
Hong Zhang, Hao Pu, Paul M. Schonfeld, Taoran Song, Wei Li, Jie Wang, Xianbao Peng, Jianping Hu
2019 J jnl
A Global Iterations Method for Recreating Railway Vertical Alignment Considering Multiple Constraints.
IEEE Access
Hao Pu, Lu Zhao, Wei Li, Jian Zhang, Zhenya Zhang, Jiaxuan Liang, Taoran Song
2019 J jnl
A three-dimensional distance transform for optimizing constrained mountain railway alignments.
Comput. Aided Civ. Infrastructure Eng.
Hao Pu, Taoran Song, Paul M. Schonfeld, Wei Li, Hong Zhang, Jie Wang, Jianping Hu, Xianbao Peng
2019 J jnl
Mountain railway alignment optimization using stepwise & hybrid particle swarm optimization incorporating genetic operators.
Appl. Soft Comput.
Hao Pu, Taoran Song, Paul M. Schonfeld, Wei Li, Hong Zhang, Jianping Hu, Xianbao Peng, Jie Wang