花成系别：管理科学系
职称：助理教授
电子邮箱：cheng.hua@sjtu.edu.cn

教师简介科学研究主讲课程
工作经历
2020 - 至今 上海交通大学安泰经济与管理学院，助理教授



教育背景
2015 - 2020耶鲁大学商学院，运筹管理 博士
2015 - 2017耶鲁大学，统计与数据科学 硕士
2013 - 2015 美国密西根大学，工业与运筹工程 学士
2011 - 2015上海交通大学，电子与计算机工程 学士


国际获奖
2020年INFORMS服务科学会议最佳论文，First Prize Winner
2018年INFORMS数据驱动论文比赛，Finalist
2014年INFORMS本科生运筹学论文比赛，Finalist
2014年IIE最佳论文比赛，First Prize Winner


研究方向
强化学习，近似动态规划(ADP)，机器学习，队列模型，数据驱动决策


科研招募
计划招募本科生或研究生研究助理
无相关背景要求，但需要掌握至少一门编程语言或有较强的数理背景，详情请咨询 cheng.hua@sjtu.edu.cn









Published/ Working Paper
Hua C, Swersey AJ, Chiyoshi F, Innanoni AP, Morabito R. "Improving Productivity: An Emergency Service System in which Cross-Trained Fire-Medics Respond to Medical Calls and Fire Incidents". (Available at SSRN)
Hua C, Swersey AJ, Zheng Z. "A Novel Birth and Death Chain Formulation and Solution to a Spatial Queuing Problem". (Reject and Resubmit at Operations Research)
Hua C, Swersey AJ. "Cross-Trained Fire-Medics Respond to Medical Calls and Fire Incidents: A Fast Algorithm for a Three-State Spatial Queuing Problem". (Major Revision at M&SOM)
Liu H, Hua C, Lei C. "Dynamic Volunteer Firefighter Planning Under Stochastic Service Disruptions". (Major Revision at Transp. Res. E)
Hua C, Zaman T. (2020) "Optimal Dispatch in Emergency Service System via Reinforcement Learning". Accepted at ICSS '20
Zhang H, Shi C, Qin C, Hua C. (2016) "Stochastic Regret Minimization for Revenue Management Problems with Nonstationary Demands" Naval Research Logistics. Vol. 63 (6), 433-448.


Work In Progress
Hua C, Lee DKK. "New Systematic Trading Algorithm in Stock Market with Machine Learning Methods".
Hua C. "Optimal Unit Locations in an Emergency ServiceSystem".
Hua C, Swersey AJ. "Optimal Unit Locations in a Fire-Medic Joint System".