Taoran Song

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Harmony Search Algorithm

Simultaneous Optimization

Monte Carlo Tree Search

Top Venues

Comput. Aided Civ. Infrastructure Eng.

Appl. Soft Comput.

Eng. Appl. Artif. Intell.

IEEE Trans. Intell. Transp. Syst.

Publications

Guanghui Wang, Hao Pu, Taoran Song, Paul M. Schonfeld, Wei Li, Hong Zhang, Lihui Peng, Jianping Hu, Junfei Qiao
A 3D Monte Carlo tree search method for railway alignment optimization. Appl. Soft Comput. 151 (2024)
Xinjie Wan, Hao Pu, Paul M. Schonfeld, Taoran Song, Wei Li, Lihui Peng, Jianping Hu, Ming Zhang
Mountain railway alignment optimization based on landform recognition and presetting of dominating structures. Comput. Aided Civ. Infrastructure Eng. 39 (2) (2024)
Hao Pu, Huidan Fu, Taoran Song, Paul M. Schonfeld, Xianbao Peng
Recreating horizontal alignments of existing railways with a hybrid analytic and harmony search algorithm. Eng. Appl. Artif. Intell. 128 (2024)
Hao Pu, Guanghui Wang, Taoran Song, Paul M. Schonfeld, Hong Zhang
Multi-Task Deep Learning Methods for Determining Railway Major Technical Standards. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Hao Pu, Ting Hu, Taoran Song, Paul M. Schonfeld, Xinjie Wan, Wei Li, Lihui Peng
Modeling and application of a customized knowledge graph for railway alignment optimization. Expert Syst. Appl. 244 (2024)
Taoran Song, Hao Pu, Tony T. Y. Yang, Paul M. Schonfeld, Wei Li, Jianping Hu
Optimizing net present values of risk avoidance for mountain railway alignments with seismic performance evaluation. Comput. Aided Civ. Infrastructure Eng. 39 (7) (2024)
Hao Pu, Xinjie Wan, Taoran Song, Paul M. Schonfeld, Lihui Peng
A 3D-RRT-star algorithm for optimizing constrained mountain railway alignments. Eng. Appl. Artif. Intell. 130 (2024)
Taoran Song, Hao Pu, Paul M. Schonfeld, Jianping Hu
Railway Alignment Optimization Under Uncertainty With a Minimax Robust Method. IEEE Intell. Transp. Syst. Mag. 15 (1) (2023)
Taoran Song, Paul M. Schonfeld, Hao Pu
A Review of Alignment Optimization Research for Roads, Railways and Rail Transit Lines. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Hong Zhang, Taoran Song, Paul M. Schonfeld, Hao Pu, Wei Li, Jianping Hu, Linya Liu
Vertical alignment optimization of mountain railways with terrain-driven greedy algorithm improved by Monte Carlo tree search. Comput. Aided Civ. Infrastructure Eng. 38 (7) (2023)
Taoran Song, Hao Pu, Paul M. Schonfeld, Zhu Liang, Ming Zhang, Jianping Hu, Yuhui Zhou, Zhanjun Xu
Mountain railway alignment optimization integrating layouts of large-scale auxiliary construction projects. Comput. Aided Civ. Infrastructure Eng. 38 (4) (2023)
Hao Pu, Xinjie Wan, Taoran Song, Paul M. Schonfeld, Wei Li, Jianping Hu
A geographic information model for 3-D environmental suitability analysis in railway alignment optimization. Integr. Comput. Aided Eng. 30 (1) (2023)
Taoran Song, Hao Pu, Paul M. Schonfeld, Hong Zhang, Wei Li, Jianping Hu
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. 37 (4) (2022)
Taoran Song, Hao Pu, Paul M. Schonfeld, Hong Zhang, Wei Li, Jianping Hu
Simultaneous optimization of 3D alignments and station locations for dedicated high-speed railways. Comput. Aided Civ. Infrastructure Eng. 37 (4) (2022)
Hong Zhang, Hao Pu, Paul M. Schonfeld, Taoran Song, Wei Li, Jianping Hu
Railway Alignment Optimization Considering Lifecycle Costs. IEEE Intell. Transp. Syst. Mag. 14 (5) (2022)
Taoran Song, Hao Pu, Paul M. Schonfeld, Hong Zhang, Wei Li, Jianping Hu, Jie Wang, Jianxi Wang
Bi-objective mountain railway alignment optimization incorporating seismic risk assessment. Comput. Aided Civ. Infrastructure Eng. 36 (2) (2021)
Hong Zhang, Hao Pu, Paul M. Schonfeld, Taoran Song, Wei Li, Jie Wang, Xianbao Peng, Jianping Hu
Multi-objective railway alignment optimization considering costs and environmental impacts. Appl. Soft Comput. 89 (2020)
Taoran Song, Hao Pu, Paul M. Schonfeld, Hong Zhang, Wei Li, Jianping Hu, Jie Wang
Mountain railway alignment optimization considering geological impacts: A cost-hazard bi-objective model. Comput. Aided Civ. Infrastructure Eng. 35 (12) (2020)
Hao Pu, Taoran Song, Paul M. Schonfeld, Wei Li, Hong Zhang, Jie Wang, Jianping Hu, Xianbao Peng
A three-dimensional distance transform for optimizing constrained mountain railway alignments. Comput. Aided Civ. Infrastructure Eng. 34 (11) (2019)
Hao Pu, Taoran Song, Paul M. Schonfeld, Wei Li, Hong Zhang, Jianping Hu, Xianbao Peng, Jie Wang
Mountain railway alignment optimization using stepwise & hybrid particle swarm optimization incorporating genetic operators. Appl. Soft Comput. 78 (2019)
Hao Pu, Lu Zhao, Wei Li, Jian Zhang, Zhenya Zhang, Jiaxuan Liang, Taoran Song
A Global Iterations Method for Recreating Railway Vertical Alignment Considering Multiple Constraints. IEEE Access 7 (2019)