MOE T3 – IORA – Institute of Operations Research and Analytics

Adversarial machine learning, Distributionally robust optimization

Supply Chain and Revenue Management, Smart-City Operations

Matrix Optimization Problems: algorithms, applications, and theory. In particular, large scale semidefinite programming. Fast algorithms for large scale statistical and machine learning problems. Iterative methods for large linear systems of equations, especially those arising in optimization.

Predictive Analytics with big data, retailing analytics, learning with small data, customer choice modeling

Online and data-driven optimization, Revenue management, Resource allocations in supply chains

Applied OR and Data Analytics In Port Logistics, healthcare

Revenue management, dynamic pricing, Supply chain management, Dynamic programming, Game theory

Healthcare Service Optimisation, Decision Making And Optimisation Under Uncertainty

Optimization over the Stiefel manifold, Riemannian optimization, Nonsmooth optimization.

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

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

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

Operations Support

Revenue Management, Risk Analytics, Robust and Distributionally Robust Optimization

Data-driven decision-making, Optimization under uncertainty.

Dynamic Programming, Information Design, Mechanism Design, Sequential Search

Optimisation Under Uncertainty, Discrete Choice, Social Choice, Inventory Theory, Supply Chain Management, Combinatorial Optimisation,
Operations Research.

MOE Tier3 Grant: Team

Yue Zhao

Lee Tang Khee

Ni Tu

Toh Kim Chuan

Huang Shanshan

Cheung Wang Chi

Krishnamoorthy Rajeeva Lochanamoorthy

Hu Zhenyu

SIM Melvyn

Xiao Nachuan

Lim Andrew

Li Xiaobo

Napat Rujeerapaiboon

Ho Wei Wei Stephanie

Wang Ruiqin

Khaja Irfan Babu Soudagar Abdul

Xiong Peng

Xiao Yangge

Teo Chung Piaw

IORA

Resources