Paul M. Schonfeld

54 papers Journal 52Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A 3D existing railway alignment recreation method based on particle swarm optimization and Mesh Adaptive direct search.
Expert Syst. Appl.
Yang Ran, Wei Li, Xinjie Wan, Hao Pu, Paul M. Schonfeld, Cheng Lu, Zhenya Zhang, Lihui Peng
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
A bidirectional bi-objective graph search model for sustainable urban railway alignment optimization.
Eng. Appl. Artif. Intell.
Tianlong Zhang, Yan Gao, Shuangting Xu, Ting Deng, Qing He, Paul M. Schonfeld, Yang Zou, Dong Liang, Ping Wang
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
Hybrid Ensemble Learning Model Combining BERT and CNN for Predicting Urban Rail Transit Accident Consequences.
IEEE Trans. Intell. Transp. Syst.
Jie Liu, Weiyi Liu, Xinyao Li, Anthony Chen, Paul M. Schonfeld, Bo (Bobby) Du
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
Biobjective optimization for railway alignment fine-grained designs with parallel existing railways.
Comput. Aided Civ. Infrastructure Eng.
Yan Gao, Tianlong Zhang, Caiyiyi Zhu, Shusheng Yang, Paul M. Schonfeld, Kai Zou, Jialing Zhang, Ying Zhu, Ping Wang, Qing He
2024 J jnl
Enhancing financial viability and social welfare in public transportation: A study of subsidy schemes for urban rail transit systems.
Comput. Ind. Eng.
Qing Wang, Shoufeng Ma, Guangming Xu, Ran Yan, Xuanke Wu, Paul M. Schonfeld
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
2024 J jnl
Two algorithms for reconstructing vertical alignments exploring the neural dynamics model of Adeli and Park.
Comput. Aided Civ. Infrastructure Eng.
Zhanfeng Song, Jinye Chen, Paul M. Schonfeld, Jun Li
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
A sequential exploration algorithm for the design optimization of horizontal road alignment.
Comput. Aided Civ. Infrastructure Eng.
Tianlong Zhang, Yan Gao, Tianci Gao, Paul M. Schonfeld, Yuecheng Wu, Ying Zhu, Shusheng Yang, Ping Wang, Qing He
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
Optimization of differentiated fares and subsidies for different urban rail transit users.
Comput. Ind. Eng.
Qing Wang, Paul M. Schonfeld, Lianbo Deng, Guangming Xu, Shuai Ling
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
A deep reinforcement learning approach to mountain railway alignment optimization.
Comput. Aided Civ. Infrastructure Eng.
Tianci Gao, Zihan Li, Yan Gao, Paul M. Schonfeld, Xiaoyun Feng, Qingyuan Wang, Qing He
2022 J jnl
Concurrent Optimization of Subway Vertical Alignments and Station Elevations With Improved Particle Swarm Optimization Algorithm.
IEEE Trans. Intell. Transp. Syst.
Wei Li, Xiao Qiu, Hao Pu, Paul M. Schonfeld, Shujun Zhen, Yuhui Zhou, Zhanjun Xu
2022 J jnl
Data-Driven Robust Resource Allocation with Monotonic Cost Functions.
Oper. Res.
Ye Chen, Nikola Markovic, Ilya O. Ryzhov, Paul M. Schonfeld
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
2021 J jnl
Concurrent Optimization of Mountain Railway Alignment and Station Locations With a Three-Dimensional Distance Transform Algorithm Incorporating a Perceptual Search Strategy.
IEEE Access
Hao Pu, Xiaoming Li, Paul M. Schonfeld, Wei Li, Jian Zhang, Jie Wang, Jianping Hu, Xianbao Peng
2021 J jnl
Integrating segmentation and parameter estimation for recreating vertical alignments.
Comput. Aided Civ. Infrastructure Eng.
Zhanfeng Song, Fei Yang, Paul M. Schonfeld, Huichun Liu, Jun Li
2020 — book
Artificial Intelligence in Highway Location and Alignment Optimization - Applications of Genetic Algorithms in Searching, Evaluating, and Optimizing Highway Location and Alignments
Artificial Intelligence in Highway Location and Alignment Optimization
Min-Wook Kang, Paul M. Schonfeld
2020 J jnl
Key to the long-term excellence of a prestigious journal: A visionary and impactful editor.
Comput. Aided Civ. Infrastructure Eng.
Paul M. Schonfeld
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 Method for Automatically Recreating the Horizontal Alignment Geometry of Existing Railways.
Comput. Aided Civ. Infrastructure Eng.
Wei Li, Hao Pu, Paul M. Schonfeld, Zhanfeng Song, Hong Zhang, Lei Wang, Jie Wang, Xianbao Peng, Lihui Peng
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
2017 J jnl
Evasive flow capture: A multi-period stochastic facility location problem with independent demand.
Eur. J. Oper. Res.
Nikola Markovic, Ilya O. Ryzhov, Paul M. Schonfeld
2017 J jnl
Mountain Railway Alignment Optimization with Bidirectional Distance Transform and Genetic Algorithm.
Comput. Aided Civ. Infrastructure Eng.
Wei Li, Hao Pu, Paul M. Schonfeld, Junsheng Yang, Hong Zhang, Lei Wang, Jiaxing Xiong
2016 J jnl
Identifying passenger flow characteristics and evaluating travel time reliability by visualizing AFC data: a case study of Shanghai Metro.
Public Transp.
Yanshuo Sun, Jungang Shi, Paul M. Schonfeld
2015 J jnl
Evasive flow capture: Optimal location of weigh-in-motion systems, tollbooths, and security checkpoints.
Networks
Nikola Markovic, Ilya O. Ryzhov, Paul M. Schonfeld
2015 J jnl
Simulation-Based Scheduling of Waterway Projects Using a Parallel Genetic Algorithm.
Int. J. Oper. Res. Inf. Syst.
Ning Yang, Shiaaulir Wang, Paul M. Schonfeld
2009 J jnl
Prescreening and Repairing in a Genetic Algorithm for Highway Alignment Optimization.
Comput. Aided Civ. Infrastructure Eng.
Min-Wook Kang, Paul M. Schonfeld, Ning Yang
2008 — conf
An evolutionary path planning algorithm for military applications.
SoSE
Manoj K. Jha, Cheng-Chieh Chen, Paul M. Schonfeld, S. Kikuchi
1999 J jnl
Queuing network analysis for waterways with artificial neural networks.
Artif. Intell. Eng. Des. Anal. Manuf.
Liang Zhu, Paul M. Schonfeld, Yeon Myung Kim, Ian Flood, Ching-Jung Ting
1991 J jnl
Optimization Models for Comparing Conventional and Subscription Bus Feeder Services.
Transp. Sci.
Shyue Koong Chang, Paul M. Schonfeld