Robust Optimization

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

Zhu Shaowen

Student

Machine Learning, Robust Optimization

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

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

Revenue Management, Risk Analytics, Robust and Distributionally Robust Optimization

Wang Ruiqin

Student

Distributionally Robust Optimization, Revenue Management, Risk analytics, Robust Optimization

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

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

Lim Andrew

Deputy Director

Analytics & Operations, Finance

Finance
Decentralized Optimization, Robust Optimization, Stochastic Control

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

Robust Optimization

Research Focus

Industry Focus

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

Zhu Shaowen

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

Li Xiaobo

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

Revenue Management, Risk Analytics, Robust and Distributionally Robust Optimization

Wang Ruiqin

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

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

Lim Andrew

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

Napat Rujeerapaiboon

IORA

Resources