成果/Result
- Real-Time Pricing Method for Spot Cloud Services with Non-Stationary Excess Capacity被引量：3收藏
- 作者：Peng, Huijie Cheng, Yan Li, Xingyuan
- 机构：East China Univ Sci & Technol
- 来源：SUSTAINABILITY 2023
- 关键词：cloud computing non-stationarity real-time pricing spot cloud service reinforcement learning
- A DATA-DRIVEN NEWSVENDOR MODEL WITH UNKNOWN DEMAND AND SUPPLY DISTRIBUTION被引量：2收藏
- 作者：Kou, Aiqing Cheng, Yan Guo, Lei Xia, Xiqiang
- 机构：East China Univ Sci & Technol;Zhengzhou Univ
- 来源：JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION 2025
- 关键词：Newsvendor problem supply uncertainty data-driven decision machine learning
- Dynamic replenishment policy for perishable goods using change point detection-based soft actor-critic reinforcement learning被引量：2收藏
- 作者：Kou, Aiqing Cheng, Yan Huang, Xiangyu Jin, Jing
- 机构：East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2025
- 关键词：Perishable goods Change point detection Reinforcement learning Soft actor-critic Replenishment policy
- Research on Dynamic Subsidy Based on Deep Reinforcement Learning for Non-Stationary Stochastic Demand in Ride-Hailing被引量：1收藏
- 作者：Huang, Xiangyu Cheng, Yan Jin, Jing Kou, Aiqing
- 机构：East China Univ Sci & Technol
- 来源：SUSTAINABILITY 2024
- 关键词：ride-hailing nonstationary stochastic demand change point detection non-stationary Markov decision deep reinforcement learning
- A link-node-based complementarity model for traffic equilibrium with ride-sharing and trunk-sharing被引量：1收藏
- 作者：Li, Xingyuan Cheng, Yan Guo, Lei Bai, Jing
- 机构：East China Univ Sci & Technol;Yanshan Univ
- 来源：TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH 2023
- 关键词：User equilibrium ride-sharing trunk-sharing crowdsourced delivery cordon tolling car restriction
- Can Ridesharing Improve the Reserve Capacity of Transportation Network?被引量：0收藏
- 作者：Li, Xingyuan Cheng, Yan Peng, Huijie Dai, Xiaomin
- 机构：Xinjiang Univ;East China Univ Sci & Technol
- 来源：IEEE ACCESS 2024
- 关键词：Road traffic Shared transport Vehicles Mathematical models Numerical models Programming Costs Reserve capacity ride-sharing user equilibrium bi-level programming
- A Novel Dynamic Pricing Approach for Preemptible Cloud Services被引量：0收藏
- 作者：Peng, Huijie Cheng, Yan
- 机构：East China Univ Sci & Technol
- 来源：IEEE ACCESS 2023
- 关键词：Cloud computing Heuristic algorithms Uncertainty Task analysis Dynamic programming Service level agreements Q-learning Pricing preemptible service dynamic pricing non-stationarity
