Robust Optimization

Robust Optimization, Reinforcement Learning

Wang Peixuan

Student
  • Reinforcement Learning, Robust Optimization
Envelope Globe

Predictive modelling using machine learning methods, Large scale linear optimization, Robust optimization

Zhu Shaowen

Student
  • Machine Learning, Robust Optimization
Envelope Globe

Revenue Management, Risk Analytics, Robust and Distributionally Robust Optimization

Wang Ruiqin

Student
  • Distributionally Robust Optimization, Revenue Management, Risk analytics, Robust Optimization
Envelope Globe

Revenue Management, Online Convex Optimization, Robust Optimization

Li Xiaolong

Alumni, Research Fellow
  • Convex Optimization, Revenue Management, Robust Optimization
Envelope Globe

Heuristics for robust yard allocation scheduling, Behavior perception-based disruption models for BACAP, Decision model for berth allocation under uncertainty considering service level, Robust optimization model for berth allocation problem

Liu Changchun

Senior Research Fellow
  • Airline, Maritime
  • Robust Optimization
Envelope Globe

Robust Optimization, Applied Probability, Optimization methods with applications to Control and Analysis of large scale multi-class queueing networks, Mechanism Design, Finance-OM interface

Chaithanya Bandi

Associate Professor
Analytics & Operations
  • Finance
  • Mechanism Design, Operations Management, Queuing Networks, Robust Optimization
Envelope Globe

Robust and distributionally robust optimization, Data-driven optimization, Risk analytics

Napat Rujeerapaiboon

Assistant Professor
Industrial Systems Engineering and Management
  • Data-driven Optimization, Distributionally Robust Optimization, Risk analytics, Robust Optimization
Envelope Globe

Data-Driven Decision Making, Stochastic and Robust Optimization, Pricing and Revenue Management, Discrete Choice Models, Online Machine Learning, Sharing Economy in Transportation

Li Xiaobo

Assistant Professor
Industrial Systems Engineering and Management
  • Sharing Economy, Transportation
  • Data-driven Optimization, Discrete Choice Models, Machine Learning, Revenue Management, Robust Optimization
Envelope Globe

Stochastic control, Stochastic models, Robust decision making and learning, Decentralized optimization, Control of stochastic systems, Applications in financial engineering and Operations Research

Lim Andrew

Director
Analytics & Operations, Finance
  • Finance
  • Decentralized Optimization, Robust Optimization, Stochastic Control
Envelope Globe